Overview

Brought to you by YData

Dataset statistics

Number of variables	77
Number of observations	44296
Missing cells	0
Missing cells (%)	0.0%
Total size in memory	26.0 MiB
Average record size in memory	616.0 B

Variable types

Numeric	76
Text	1

Alerts

`total_gas_paid_eth` is highly skewed (γ1 = 27.570452)	Skewed
`outgoing_tx_avg_eth` is highly skewed (γ1 = 20.76867247)	Skewed
`incoming_tx_avg_eth` is highly skewed (γ1 = 20.23338444)	Skewed
`min_eth_ever` is highly skewed (γ1 = 54.49696723)	Skewed
`total_balance_eth` is highly skewed (γ1 = 32.91135777)	Skewed
`repay_amount_avg_eth` is highly skewed (γ1 = 26.94723168)	Skewed
`withdraw_deposit_diff_if_positive_eth` is highly skewed (γ1 = 91.9626622)	Skewed
`net_incoming_tx_count` has 1012 (2.3%) zeros	Zeros
`risky_tx_count` has 36297 (81.9%) zeros	Zeros
`risky_unique_contract_count` has 36297 (81.9%) zeros	Zeros
`risky_first_last_tx_timestamp_diff` has 37829 (85.4%) zeros	Zeros
`risky_sum_outgoing_amount_eth` has 37113 (83.8%) zeros	Zeros
`outgoing_tx_sum_eth` has 955 (2.2%) zeros	Zeros
`outgoing_tx_avg_eth` has 955 (2.2%) zeros	Zeros
`max_eth_ever` has 2036 (4.6%) zeros	Zeros
`min_eth_ever` has 2036 (4.6%) zeros	Zeros
`total_balance_eth` has 2036 (4.6%) zeros	Zeros
`total_collateral_eth` has 977 (2.2%) zeros	Zeros
`total_collateral_avg_eth` has 6882 (15.5%) zeros	Zeros
`total_available_borrows_eth` has 978 (2.2%) zeros	Zeros
`total_available_borrows_avg_eth` has 6882 (15.5%) zeros	Zeros
`avg_weighted_risk_factor` has 10288 (23.2%) zeros	Zeros
`risk_factor_above_threshold_daily_count` has 24930 (56.3%) zeros	Zeros
`avg_risk_factor` has 6882 (15.5%) zeros	Zeros
`max_risk_factor` has 6882 (15.5%) zeros	Zeros
`borrow_amount_sum_eth` has 7090 (16.0%) zeros	Zeros
`borrow_amount_avg_eth` has 7090 (16.0%) zeros	Zeros
`borrow_count` has 6788 (15.3%) zeros	Zeros
`repay_amount_sum_eth` has 14864 (33.6%) zeros	Zeros
`repay_amount_avg_eth` has 14864 (33.6%) zeros	Zeros
`repay_count` has 14613 (33.0%) zeros	Zeros
`borrow_repay_diff_eth` has 12448 (28.1%) zeros	Zeros
`deposit_count` has 1317 (3.0%) zeros	Zeros
`deposit_amount_sum_eth` has 1511 (3.4%) zeros	Zeros
`time_since_first_deposit` has 1317 (3.0%) zeros	Zeros
`withdraw_amount_sum_eth` has 11467 (25.9%) zeros	Zeros
`withdraw_deposit_diff_if_positive_eth` has 42002 (94.8%) zeros	Zeros
`liquidation_count` has 34327 (77.5%) zeros	Zeros
`liquidation_amount_sum_eth` has 34396 (77.7%) zeros	Zeros
`market_aroonup` has 7552 (17.0%) zeros	Zeros
`market_ht_trendmode` has 7116 (16.1%) zeros	Zeros
`unique_borrow_protocol_count` has 6788 (15.3%) zeros	Zeros
`unique_lending_protocol_count` has 1317 (3.0%) zeros	Zeros

Reproduction

Analysis started	2024-11-28 21:57:53.636314
Analysis finished	2024-11-28 21:57:54.351460
Duration	0.72 seconds
Software version	ydata-profiling vv4.12.0
Download configuration	config.json

borrow_block_number
Real number (ℝ)

Distinct	42584
Distinct (%)	96.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9343121.346

Minimum	7711117
Maximum	10336628
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	7711117
5-th percentile	8084287
Q1	8638256.5
median	9470717
Q3	10087426.25
95-th percentile	10316948.75
Maximum	10336628
Range	2625511
Interquartile range (IQR)	1449169.75

Descriptive statistics

Standard deviation	777210.7893
Coefficient of variation (CV)	0.08318534679
Kurtosis	-1.228857667
Mean	9343121.346
Median Absolute Deviation (MAD)	729096
Skewness	-0.2821441777
Sum	4.138629031 × 10¹¹
Variance	6.04056611 × 10¹¹
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9010986	7	< 0.1%
9656456	6	< 0.1%
9656457	6	< 0.1%
9656300	6	< 0.1%
9125728	6	< 0.1%
9656482	5	< 0.1%
9656779	5	< 0.1%
9659114	5	< 0.1%
9656483	5	< 0.1%
9656484	5	< 0.1%
Other values (42574)	44240	99.9%

Value	Count	Frequency (%)
7711117	1	< 0.1%
7711123	1	< 0.1%
7711126	1	< 0.1%
7711672	1	< 0.1%
7712572	1	< 0.1%

Value	Count	Frequency (%)
10336628	1	< 0.1%
10336627	1	< 0.1%
10336624	1	< 0.1%
10336621	1	< 0.1%
10336599	1	< 0.1%

borrow_timestamp
Real number (ℝ)

Distinct	42584
Distinct (%)	96.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1579559250

Minimum	1557197308
Maximum	1593110247
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	1557197308
5-th percentile	1562235824
Q1	1569686740
median	1581544166
Q3	1589770500
95-th percentile	1592847334
Maximum	1593110247
Range	35912939
Interquartile range (IQR)	20083760.25

Descriptive statistics

Standard deviation	10702819.88
Coefficient of variation (CV)	0.00677582679
Kurtosis	-1.241299964
Mean	1579559250
Median Absolute Deviation (MAD)	10181560.5
Skewness	-0.2981747516
Sum	6.996815652 × 10¹³
Variance	1.145503534 × 10¹⁴
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1574875634	7	< 0.1%
1584012797	6	< 0.1%
1584012818	6	< 0.1%
1584010719	6	< 0.1%
1576674566	6	< 0.1%
1584013287	5	< 0.1%
1584017639	5	< 0.1%
1584048400	5	< 0.1%
1584013292	5	< 0.1%
1584013304	5	< 0.1%
Other values (42574)	44240	99.9%

Value	Count	Frequency (%)
1557197308	1	< 0.1%
1557197447	1	< 0.1%
1557197497	1	< 0.1%
1557204933	1	< 0.1%
1557217208	1	< 0.1%

Value	Count	Frequency (%)
1593110247	1	< 0.1%
1593110234	1	< 0.1%
1593110205	1	< 0.1%
1593110136	1	< 0.1%
1593109872	1	< 0.1%

wallet_address
Text

Distinct	6788
Distinct (%)	15.3%
Missing	0
Missing (%)	0.0%
Memory size	346.2 KiB

Length

Max length	42
Median length	42
Mean length	42
Min length	42

Characters and Unicode

Total characters	1860432
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2614 ?
Unique (%)	5.9%

Sample

1st row	0x502cb8985b2c92a8d4bf309cdaa89de9be442708
2nd row	0x502cb8985b2c92a8d4bf309cdaa89de9be442708
3rd row	0x502cb8985b2c92a8d4bf309cdaa89de9be442708
4th row	0xa7ff0d561cd15ed525e31bbe0af3fe34ac2059f6
5th row	0xbd9ed130a53cfafcf81502e4d35329a6c4d53410

Value	Count	Frequency (%)
0x586e32930ac05127de429bd566eaa2758fcbd9bc	2467	5.6%
0x3e2dbda5f310aade1503557b2e7f356eaf161641	410	0.9%
0x9709a9f77d4349e1da4220f1458fbe9339d612e3	401	0.9%
0x40335581dd8692b698762168908d4ea23b0b94f9	296	0.7%
0x18c42014fb0aed3e35515eb45df8498af67773a4	281	0.6%
0xa25cc31f54fd90bba0d653e936d78f9ca137723f	252	0.6%
0x8f9f67770c8cbfff7d5748d15996dc1cfb2fc5fc	245	0.6%
0x430c96378f8918736173252a7bb056d35f4c2ce6	235	0.5%
0x63d245384870dd42d396887c57cb3b6ef2ad605d	209	0.5%
0x08a884c7971e83e78dd129be9b5e2723f3c43282	204	0.5%
Other values (6778)	39296	88.7%

Most occurring characters

Value	Count	Frequency (%)
0	156006	8.4%
2	114168	6.1%
5	113354	6.1%
e	112470	6.0%
6	112283	6.0%
d	111893	6.0%
3	111211	6.0%
b	110775	6.0%
c	110772	6.0%
7	110686	5.9%
Other values (7)	696814	37.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1860432	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	156006	8.4%
2	114168	6.1%
5	113354	6.1%
e	112470	6.0%
6	112283	6.0%
d	111893	6.0%
3	111211	6.0%
b	110775	6.0%
c	110772	6.0%
7	110686	5.9%
Other values (7)	696814	37.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1860432	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	156006	8.4%
2	114168	6.1%
5	113354	6.1%
e	112470	6.0%
6	112283	6.0%
d	111893	6.0%
3	111211	6.0%
b	110775	6.0%
c	110772	6.0%
7	110686	5.9%
Other values (7)	696814	37.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1860432	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	156006	8.4%
2	114168	6.1%
5	113354	6.1%
e	112470	6.0%
6	112283	6.0%
d	111893	6.0%
3	111211	6.0%
b	110775	6.0%
c	110772	6.0%
7	110686	5.9%
Other values (7)	696814	37.5%

first_tx_timestamp
Real number (ℝ)

Distinct	6662
Distinct (%)	15.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1550121517

Minimum	1438269973
Maximum	1593108697
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	1438269973
5-th percentile	1497912526
Q1	1522917940
median	1558755509
Q3	1573658473
95-th percentile	1591683896
Maximum	1593108697
Range	154838724
Interquartile range (IQR)	50740533

Descriptive statistics

Standard deviation	29362772.18
Coefficient of variation (CV)	0.01894223895
Kurtosis	-0.6378402343
Mean	1550121517
Median Absolute Deviation (MAD)	21278020
Skewness	-0.5229625971
Sum	6.866418272 × 10¹³
Variance	8.621723899 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1522917940	2467	5.6%
1503350724	410	0.9%
1549046574	401	0.9%
1579838772	296	0.7%
1564025678	281	0.6%
1559584711	252	0.6%
1571109305	245	0.6%
1575936430	235	0.5%
1583019284	231	0.5%
1556053436	209	0.5%
Other values (6652)	39269	88.7%

Value	Count	Frequency (%)
1438269973	10	< 0.1%
1438956911	7	< 0.1%
1439559552	1	< 0.1%
1451051299	1	< 0.1%
1452202645	3	< 0.1%

Value	Count	Frequency (%)
1593108697	1	< 0.1%
1593102052	1	< 0.1%
1593101722	1	< 0.1%
1593099597	2	< 0.1%
1593099273	1	< 0.1%

last_tx_timestamp
Real number (ℝ)

Distinct	42555
Distinct (%)	96.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1579500613

Minimum	1557197074
Maximum	1593150888
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	1557197074
5-th percentile	1562145354
Q1	1569553492
median	1581498868
Q3	1589671019
95-th percentile	1592836675
Maximum	1593150888
Range	35953814
Interquartile range (IQR)	20117527

Descriptive statistics

Standard deviation	10716090.78
Coefficient of variation (CV)	0.006784480288
Kurtosis	-1.24490876
Mean	1579500613
Median Absolute Deviation (MAD)	10197972
Skewness	-0.2934994918
Sum	6.996555917 × 10¹³
Variance	1.148346015 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1584012296	19	< 0.1%
1584010620	15	< 0.1%
1584195290	10	< 0.1%
1584054430	7	< 0.1%
1574660187	7	< 0.1%
1584009017	6	< 0.1%
1584012797	6	< 0.1%
1584015296	6	< 0.1%
1584012818	5	< 0.1%
1574662768	5	< 0.1%
Other values (42545)	44210	99.8%

Value	Count	Frequency (%)
1557197074	1	< 0.1%
1557197308	1	< 0.1%
1557197447	1	< 0.1%
1557197497	1	< 0.1%
1557197545	1	< 0.1%

Value	Count	Frequency (%)
1593150888	2	< 0.1%
1593110102	1	< 0.1%
1593110003	1	< 0.1%
1593109810	1	< 0.1%
1593109566	1	< 0.1%

wallet_age
Real number (ℝ)

Distinct	44069
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29437732.57

Minimum	137
Maximum	154083607
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	137
5-th percentile	56084.75
Q1	3641601
median	19002560.5
Q3	51968178.75
95-th percentile	85155387.25
Maximum	154083607
Range	154083470
Interquartile range (IQR)	48326577.75

Descriptive statistics

Standard deviation	28977526.45
Coefficient of variation (CV)	0.9843667946
Kurtosis	-0.3287418762
Mean	29437732.57
Median Absolute Deviation (MAD)	18041384.5
Skewness	0.8306786406
Sum	1.303973802 × 10¹²
Variance	8.396970394 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
993513	6	< 0.1%
993534	6	< 0.1%
994008	5	< 0.1%
994020	5	< 0.1%
993570	4	< 0.1%
995937	4	< 0.1%
995963	4	< 0.1%
995992	4	< 0.1%
998355	4	< 0.1%
998362	4	< 0.1%
Other values (44059)	44250	99.9%

Value	Count	Frequency (%)
137	1	< 0.1%
175	1	< 0.1%
179	1	< 0.1%
202	1	< 0.1%
204	1	< 0.1%

Value	Count	Frequency (%)
154083607	1	< 0.1%
153882015	1	< 0.1%
153820137	1	< 0.1%
153799300	1	< 0.1%
153797242	1	< 0.1%

incoming_tx_count
Real number (ℝ)

Distinct	5193
Distinct (%)	11.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	999.3695142

Minimum	1
Maximum	98747
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	34
median	134
Q3	471
95-th percentile	5972.5
Maximum	98747
Range	98746
Interquartile range (IQR)	437

Descriptive statistics

Standard deviation	3065.15326
Coefficient of variation (CV)	3.067087014
Kurtosis	93.80284103
Mean	999.3695142
Median Absolute Deviation (MAD)	120
Skewness	6.493295872
Sum	44268072
Variance	9395164.505
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	604	1.4%
4	538	1.2%
5	526	1.2%
2	512	1.2%
6	480	1.1%
7	444	1.0%
8	435	1.0%
11	405	0.9%
12	393	0.9%
9	392	0.9%
Other values (5183)	39567	89.3%

Value	Count	Frequency (%)
1	268	0.6%
2	512	1.2%
3	604	1.4%
4	538	1.2%
5	526	1.2%

Value	Count	Frequency (%)
98747	1	< 0.1%
98164	1	< 0.1%
98156	1	< 0.1%
62281	1	< 0.1%
62093	1	< 0.1%

outgoing_tx_count
Real number (ℝ)

Distinct	6220
Distinct (%)	14.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1360.256231

Minimum	0
Maximum	71087
Zeros	19
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	8
Q1	52
median	207
Q3	678
95-th percentile	8935.75
Maximum	71087
Range	71087
Interquartile range (IQR)	626

Descriptive statistics

Standard deviation	3936.52695
Coefficient of variation (CV)	2.893959874
Kurtosis	58.55366895
Mean	1360.256231
Median Absolute Deviation (MAD)	184
Skewness	5.973346012
Sum	60253910
Variance	15496244.43
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	441	1.0%
4	378	0.9%
6	346	0.8%
5	330	0.7%
8	329	0.7%
10	327	0.7%
9	321	0.7%
11	314	0.7%
7	294	0.7%
13	290	0.7%
Other values (6210)	40926	92.4%

Value	Count	Frequency (%)
0	19	< 0.1%
1	21	< 0.1%
2	169	0.4%
3	441	1.0%
4	378	0.9%

Value	Count	Frequency (%)
71087	1	< 0.1%
71083	1	< 0.1%
71059	1	< 0.1%
70414	1	< 0.1%
70277	1	< 0.1%

net_incoming_tx_count
Real number (ℝ)

Zeros

Distinct	3146
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-360.8867166

Minimum	-68013
Maximum	97831
Zeros	1012
Zeros (%)	2.3%
Negative	39195
Negative (%)	88.5%
Memory size	346.2 KiB

Quantile statistics

Minimum	-68013
5-th percentile	-1971
Q1	-198
median	-49
Q3	-8
95-th percentile	9
Maximum	97831
Range	165844
Interquartile range (IQR)	190

Descriptive statistics

Standard deviation	2167.545039
Coefficient of variation (CV)	-6.006164648
Kurtosis	782.1197863
Mean	-360.8867166
Median Absolute Deviation (MAD)	48
Skewness	-9.702613856
Sum	-15985838
Variance	4698251.498
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	1174	2.7%
0	1012	2.3%
-2	1000	2.3%
-3	925	2.1%
-4	754	1.7%
-5	698	1.6%
-6	621	1.4%
-7	619	1.4%
1	617	1.4%
-8	587	1.3%
Other values (3136)	36289	81.9%

Value	Count	Frequency (%)
-68013	1	< 0.1%
-68012	1	< 0.1%
-67990	1	< 0.1%
-67416	1	< 0.1%
-67295	1	< 0.1%

Value	Count	Frequency (%)
97831	1	< 0.1%
97293	1	< 0.1%
97288	1	< 0.1%
61806	1	< 0.1%
61627	1	< 0.1%

total_gas_paid_eth
Real number (ℝ)

Skewed

Distinct	44250
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.717345491

Minimum	0
Maximum	506.170766
Zeros	19
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.008774214
Q1	0.07664737469
median	0.3493360235
Q3	1.406124492
95-th percentile	15.07096688
Maximum	506.170766
Range	506.170766
Interquartile range (IQR)	1.329477117

Descriptive statistics

Standard deviation	13.38002806
Coefficient of variation (CV)	4.92393334
Kurtosis	948.0144765
Mean	2.717345491
Median Absolute Deviation (MAD)	0.3246549251
Skewness	27.570452
Sum	120367.5359
Variance	179.0251508
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	< 0.1%
0.00229566	6	< 0.1%
0.003006265	3	< 0.1%
0.0035292855	3	< 0.1%
0.000985806	3	< 0.1%
0.006316094	3	< 0.1%
0.009885106	3	< 0.1%
0.00985806	2	< 0.1%
0.004575155	2	< 0.1%
0.002730762	2	< 0.1%
Other values (44240)	44250	99.9%

Value	Count	Frequency (%)
0	19	< 0.1%
6.3 × 10^-5	1	< 0.1%
0.0002235038	1	< 0.1%
0.0003142844779	1	< 0.1%
0.000316652	1	< 0.1%

Value	Count	Frequency (%)
506.170766	1	< 0.1%
506.0602507	1	< 0.1%
506.0497811	1	< 0.1%
505.6416373	1	< 0.1%
504.571068	1	< 0.1%

avg_gas_paid_per_tx_eth
Real number (ℝ)

Distinct	44247
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.002874357242

Minimum	0
Maximum	0.4151782961
Zeros	19
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.000436820489
Q1	0.0009371456048
median	0.001550231761
Q3	0.002772893086
95-th percentile	0.007452818198
Maximum	0.4151782961
Range	0.4151782961
Interquartile range (IQR)	0.001835747481

Descriptive statistics

Standard deviation	0.008137414826
Coefficient of variation (CV)	2.831038087
Kurtosis	436.0522957
Mean	0.002874357242
Median Absolute Deviation (MAD)	0.0007579428331
Skewness	17.76135647
Sum	127.3225284
Variance	6.621752006 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	< 0.1%
0.00229566	6	< 0.1%
0.000328602	3	< 0.1%
0.0011764285	3	< 0.1%
0.001002088333	3	< 0.1%
0.004323745467	3	< 0.1%
0.002105364667	3	< 0.1%
0.004942553	3	< 0.1%
0.00328602	2	< 0.1%
0.000515016	2	< 0.1%
Other values (44237)	44249	99.9%

Value	Count	Frequency (%)
0	19	< 0.1%
2.1 × 10^-5	1	< 0.1%
6.650688333 × 10^-5	1	< 0.1%
7.247934259 × 10^-5	1	< 0.1%
7.857111948 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.4151782961	1	< 0.1%
0.2284236335	1	< 0.1%
0.2282161617	1	< 0.1%
0.2252988362	1	< 0.1%
0.2248729375	1	< 0.1%

risky_tx_count
Real number (ℝ)

Zeros

Distinct	108
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.639425682

Minimum	0
Maximum	122
Zeros	36297
Zeros (%)	81.9%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	10
Maximum	122
Range	122
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6.430854109
Coefficient of variation (CV)	3.922626186
Kurtosis	83.75654813
Mean	1.639425682
Median Absolute Deviation (MAD)	0
Skewness	7.686354722
Sum	72620
Variance	41.35588457
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36297	81.9%
1	1522	3.4%
2	1139	2.6%
3	769	1.7%
4	555	1.3%
5	445	1.0%
6	374	0.8%
7	340	0.8%
8	284	0.6%
9	265	0.6%
Other values (98)	2306	5.2%

Value	Count	Frequency (%)
0	36297	81.9%
1	1522	3.4%
2	1139	2.6%
3	769	1.7%
4	555	1.3%

Value	Count	Frequency (%)
122	1	< 0.1%
120	1	< 0.1%
118	1	< 0.1%
117	1	< 0.1%
115	2	< 0.1%

risky_unique_contract_count
Real number (ℝ)

Zeros

Distinct	24
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4550749503

Minimum	0
Maximum	58
Zeros	36297
Zeros (%)	81.9%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	58
Range	58
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.407241035
Coefficient of variation (CV)	3.092328053
Kurtosis	201.2892152
Mean	0.4550749503
Median Absolute Deviation (MAD)	0
Skewness	8.899778169
Sum	20158
Variance	1.980327332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	36297	81.9%
1	3129	7.1%
2	2024	4.6%
3	1337	3.0%
4	580	1.3%
5	392	0.9%
6	190	0.4%
8	107	0.2%
7	88	0.2%
13	40	0.1%
Other values (14)	112	0.3%

Value	Count	Frequency (%)
0	36297	81.9%
1	3129	7.1%
2	2024	4.6%
3	1337	3.0%
4	580	1.3%

Value	Count	Frequency (%)
58	2	< 0.1%
37	1	< 0.1%
34	4	< 0.1%
32	2	< 0.1%
29	1	< 0.1%

risky_first_tx_timestamp
Real number (ℝ)

Distinct	2127
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1106956656

Minimum	999999999
Maximum	1593109012
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	999999999
5-th percentile	999999999
Q1	999999999
median	999999999
Q3	999999999
95-th percentile	1592576880
Maximum	1593109012
Range	593109013
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	227840214.1
Coefficient of variation (CV)	0.2058257772
Kurtosis	0.7583022493
Mean	1106956656
Median Absolute Deviation (MAD)	0
Skewness	1.660802118
Sum	4.903375204 × 10¹³
Variance	5.191116316 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
999999999	36297	81.9%
1592348673	93	0.2%
1592106134	78	0.2%
1592322456	54	0.1%
1592489476	47	0.1%
1592626580	44	0.1%
1592488368	44	0.1%
1592379195	43	0.1%
1591470484	43	0.1%
1592609352	41	0.1%
Other values (2117)	7512	17.0%

Value	Count	Frequency (%)
999999999	36297	81.9%
1591229570	13	< 0.1%
1591231255	1	< 0.1%
1591231486	1	< 0.1%
1591233751	2	< 0.1%

Value	Count	Frequency (%)
1593109012	1	< 0.1%
1593108740	1	< 0.1%
1593107027	1	< 0.1%
1593104265	1	< 0.1%
1593103863	1	< 0.1%

risky_last_tx_timestamp
Real number (ℝ)

Distinct	5683
Distinct (%)	12.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1107006994

Minimum	999999999
Maximum	1593109866
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	999999999
5-th percentile	999999999
Q1	999999999
median	999999999
Q3	999999999
95-th percentile	1592752781
Maximum	1593109866
Range	593109867
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	227947406.2
Coefficient of variation (CV)	0.2059132485
Kurtosis	0.7582956349
Mean	1107006994
Median Absolute Deviation (MAD)	0
Skewness	1.660800809
Sum	4.903598181 × 10¹³
Variance	5.196002001 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
999999999	36297	81.9%
1592351337	93	0.2%
1592520588	44	0.1%
1592977105	33	0.1%
1592508564	30	0.1%
1592126663	22	< 0.1%
1592409110	18	< 0.1%
1592777949	16	< 0.1%
1592634163	16	< 0.1%
1592733713	15	< 0.1%
Other values (5673)	7712	17.4%

Value	Count	Frequency (%)
999999999	36297	81.9%
1591233751	1	< 0.1%
1591234721	1	< 0.1%
1591236120	1	< 0.1%
1591236870	1	< 0.1%

Value	Count	Frequency (%)
1593109866	1	< 0.1%
1593109810	1	< 0.1%
1593109537	1	< 0.1%
1593109060	1	< 0.1%
1593109012	1	< 0.1%

risky_first_last_tx_timestamp_diff
Real number (ℝ)

Zeros

Distinct	4766
Distinct (%)	10.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50337.93792

Minimum	0
Maximum	1831356
Zeros	37829
Zeros (%)	85.4%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	376260.75
Maximum	1831356
Range	1831356
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	194319.6666
Coefficient of variation (CV)	3.86030248
Kurtosis	27.46761492
Mean	50337.93792
Median Absolute Deviation (MAD)	0
Skewness	4.984357689
Sum	2229769298
Variance	3.776013283 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37829	85.4%
2664	93	0.2%
414454	44	0.1%
6378	33	0.1%
129369	30	0.1%
20529	22	< 0.1%
672	17	< 0.1%
144687	16	< 0.1%
160483	15	< 0.1%
277041	15	< 0.1%
Other values (4756)	6182	14.0%

Value	Count	Frequency (%)
0	37829	85.4%
9	1	< 0.1%
10	1	< 0.1%
13	1	< 0.1%
24	1	< 0.1%

Value	Count	Frequency (%)
1831356	1	< 0.1%
1828873	1	< 0.1%
1821917	1	< 0.1%
1816192	1	< 0.1%
1782266	1	< 0.1%

risky_sum_outgoing_amount_eth
Real number (ℝ)

Zeros

Distinct	4387
Distinct (%)	9.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	888.8097175

Minimum	0
Maximum	237072.3303
Zeros	37113
Zeros (%)	83.8%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	473.7815868
Maximum	237072.3303
Range	237072.3303
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	10556.79663
Coefficient of variation (CV)	11.8774541
Kurtosis	314.626366
Mean	888.8097175
Median Absolute Deviation (MAD)	0
Skewness	16.85020833
Sum	39370715.25
Variance	111445955
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37113	83.8%
0.4070873806	93	0.2%
1	92	0.2%
12.87995253	39	0.1%
9.887243853	33	0.1%
0.1	31	0.1%
50	31	0.1%
5	30	0.1%
10	30	0.1%
2	29	0.1%
Other values (4377)	6775	15.3%

Value	Count	Frequency (%)
0	37113	83.8%
7.523720039 × 10^-8	2	< 0.1%
2.228373208 × 10^-5	9	< 0.1%
8.963865771 × 10^-5	1	< 0.1%
9.442603046 × 10^-5	2	< 0.1%

Value	Count	Frequency (%)
237072.3303	19	< 0.1%
237072.3303	4	< 0.1%
231392.2636	1	< 0.1%
226684.1359	2	< 0.1%
226684.1359	1	< 0.1%

outgoing_tx_sum_eth
Real number (ℝ)

Zeros

Distinct	39320
Distinct (%)	88.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39736.41054

Minimum	0
Maximum	4127986.26
Zeros	955
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.2936321733
Q1	30.95891065
median	420.3039071
Q3	4195.086245
95-th percentile	334374.7844
Maximum	4127986.26
Range	4127986.26
Interquartile range (IQR)	4164.127334

Descriptive statistics

Standard deviation	139713.0843
Coefficient of variation (CV)	3.515996598
Kurtosis	75.86130095
Mean	39736.41054
Median Absolute Deviation (MAD)	419.2975895
Skewness	6.321736192
Sum	1760164041
Variance	1.951974592 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	955	2.2%
2	163	0.4%
1	47	0.1%
4.005282899	36	0.1%
1511.844559	32	0.1%
812975.2523	32	0.1%
812975.2523	30	0.1%
13.08615452	29	0.1%
0.1	29	0.1%
48964.17686	25	0.1%
Other values (39310)	42918	96.9%

Value	Count	Frequency (%)
0	955	2.2%
1.3194455 × 10^-11	1	< 0.1%
1.240417919 × 10^-10	1	< 0.1%
3 × 10^-9	6	< 0.1%
4 × 10^-9	11	< 0.1%

Value	Count	Frequency (%)
4127986.26	1	< 0.1%
3888373.04	1	< 0.1%
3885383.976	1	< 0.1%
2022684.89	1	< 0.1%
2005020.669	1	< 0.1%

incoming_tx_sum_eth
Real number (ℝ)

Distinct	41229
Distinct (%)	93.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42285.09101

Minimum	0.00681456
Maximum	4338561.257
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0.00681456
5-th percentile	1
Q1	35.35249361
median	437.0431007
Q3	4197.399459
95-th percentile	358249.9131
Maximum	4338561.257
Range	4338561.25
Interquartile range (IQR)	4162.046965

Descriptive statistics

Standard deviation	147960.1098
Coefficient of variation (CV)	3.499108226
Kurtosis	70.49239633
Mean	42285.09101
Median Absolute Deviation (MAD)	434.7588713
Skewness	6.027587521
Sum	1873060391
Variance	2.189219409 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	95	0.2%
0.5	69	0.2%
10	67	0.2%
27.7863489	62	0.1%
2	56	0.1%
0.7	39	0.1%
24.2897205	37	0.1%
820941.886	30	0.1%
0.4	27	0.1%
1501.619174	25	0.1%
Other values (41219)	43789	98.9%

Value	Count	Frequency (%)
0.00681456	1	< 0.1%
0.007060817172	1	< 0.1%
0.008	2	< 0.1%
0.01	1	< 0.1%
0.01211456577	1	< 0.1%

Value	Count	Frequency (%)
4338561.257	1	< 0.1%
4126915.014	1	< 0.1%
4123870.118	1	< 0.1%
2210189.682	1	< 0.1%
2196035.299	1	< 0.1%

outgoing_tx_avg_eth
Real number (ℝ)

Skewed Zeros

Distinct	43140
Distinct (%)	97.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.3763853

Minimum	0
Maximum	6373.693328
Zeros	955
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.003680386034
Q1	0.1536304625
median	0.9982502499
Q3	6.75105424
95-th percentile	46.58083919
Maximum	6373.693328
Range	6373.693328
Interquartile range (IQR)	6.597423777

Descriptive statistics

Standard deviation	143.0953994
Coefficient of variation (CV)	7.385040976
Kurtosis	605.7749597
Mean	19.3763853
Median Absolute Deviation (MAD)	0.9820473851
Skewness	20.76867247
Sum	858296.3633
Variance	20476.29333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	955	2.2%
0.1	12	< 0.1%
0.1666666667	12	< 0.1%
0.125	11	< 0.1%
0.2	9	< 0.1%
0.02	8	< 0.1%
0.05	8	< 0.1%
0.04	7	< 0.1%
0.06666666667	5	< 0.1%
0.001666666667	5	< 0.1%
Other values (43130)	43264	97.7%

Value	Count	Frequency (%)
0	955	2.2%
4.213897434 × 10^-14	1	< 0.1%
4.291231583 × 10^-14	1	< 0.1%
4.291906894 × 10^-14	1	< 0.1%
4.330066539 × 10^-14	1	< 0.1%

Value	Count	Frequency (%)
6373.693328	1	< 0.1%
6343.142518	1	< 0.1%
6206.173464	1	< 0.1%
6203.155786	1	< 0.1%
4808.216043	1	< 0.1%

incoming_tx_avg_eth
Real number (ℝ)

Skewed

Distinct	44065
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.0539983

Minimum	0.0003428598902
Maximum	6373.270596
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0.0003428598902
5-th percentile	0.01160826492
Q1	0.1778753892
median	1.065115111
Q3	6.907716042
95-th percentile	48.2675464
Maximum	6373.270596
Range	6373.270253
Interquartile range (IQR)	6.729840653

Descriptive statistics

Standard deviation	146.7660031
Coefficient of variation (CV)	7.318540717
Kurtosis	569.1779033
Mean	20.0539983
Median Absolute Deviation (MAD)	1.035737032
Skewness	20.23338444
Sum	888311.9087
Variance	21540.25967
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	13	< 0.1%
0.2	12	< 0.1%
0.5	12	< 0.1%
2.5	11	< 0.1%
1	8	< 0.1%
2	8	< 0.1%
0.25	8	< 0.1%
0.0125	8	< 0.1%
0.025	8	< 0.1%
1.666666667	7	< 0.1%
Other values (44055)	44201	99.8%

Value	Count	Frequency (%)
0.0003428598902	1	< 0.1%
0.0003512682946	1	< 0.1%
0.0003523071486	1	< 0.1%
0.0003536866293	1	< 0.1%
0.0003612199755	1	< 0.1%

Value	Count	Frequency (%)
6373.270596	1	< 0.1%
6342.759887	1	< 0.1%
6205.782037	1	< 0.1%
6202.785632	1	< 0.1%
4809.869455	1	< 0.1%

max_eth_ever
Real number (ℝ)

Zeros

Distinct	9095
Distinct (%)	20.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1352.037604

Minimum	0
Maximum	242314.8764
Zeros	2036
Zeros (%)	4.6%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.005909444071
Q1	1.746527985
median	21.61935999
Q3	219.4313661
95-th percentile	6223.887867
Maximum	242314.8764
Range	242314.8764
Interquartile range (IQR)	217.6848381

Descriptive statistics

Standard deviation	7807.540545
Coefficient of variation (CV)	5.774647481
Kurtosis	321.771387
Mean	1352.037604
Median Absolute Deviation (MAD)	21.57014226
Skewness	15.58492334
Sum	59889857.71
Variance	60957689.36
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2036	4.6%
6223.887867	1619	3.7%
5160.88575	819	1.8%
83.35362699	410	0.9%
152.9956672	401	0.9%
15.85595913	244	0.6%
53.9875197	229	0.5%
7.342350363	204	0.5%
2.456612399	199	0.4%
1.023900143	171	0.4%
Other values (9085)	37964	85.7%

Value	Count	Frequency (%)
0	2036	4.6%
1 × 10^-6	1	< 0.1%
4.2 × 10^-6	4	< 0.1%
4.543428389 × 10^-5	2	< 0.1%
7.659 × 10^-5	3	< 0.1%

Value	Count	Frequency (%)
242314.8764	2	< 0.1%
237888.7492	3	< 0.1%
237369.1935	5	< 0.1%
143475.9598	7	< 0.1%
142696.5793	21	< 0.1%

min_eth_ever
Real number (ℝ)

Skewed Zeros

Distinct	7822
Distinct (%)	17.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.91934532

Minimum	0
Maximum	51541.24823
Zeros	2036
Zeros (%)	4.6%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	5.177343791 × 10^-9
Q1	0.0021139085
median	0.0165138243
Q3	0.1227708547
95-th percentile	4.995
Maximum	51541.24823
Range	51541.24823
Interquartile range (IQR)	0.1206569462

Descriptive statistics

Standard deviation	617.5584277
Coefficient of variation (CV)	22.94106414
Kurtosis	3799.644731
Mean	26.91934532
Median Absolute Deviation (MAD)	0.0164541243
Skewness	54.49696723
Sum	1192419.32
Variance	381378.4116
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.009640362	2467	5.6%
0	2036	4.6%
0.07956054473	410	0.9%
0.02457775878	379	0.9%
0.07138750429	296	0.7%
0.0003860614193	252	0.6%
3.833509906	223	0.5%
0.01	210	0.5%
0.05	207	0.5%
0.0006526378521	205	0.5%
Other values (7812)	37611	84.9%

Value	Count	Frequency (%)
0	2036	4.6%
3.390889 × 10^-21	2	< 0.1%
5.63562776 × 10^-20	4	< 0.1%
2.352689978 × 10^-19	1	< 0.1%
4.085859747 × 10^-19	4	< 0.1%

Value	Count	Frequency (%)
51541.24823	3	< 0.1%
24154.41241	1	< 0.1%
24153.17058	2	< 0.1%
24092.84983	2	< 0.1%
24092.69712	1	< 0.1%

total_balance_eth
Real number (ℝ)

Skewed Zeros

Distinct	24180
Distinct (%)	54.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	140.9493646

Minimum	0
Maximum	75639.45755
Zeros	2036
Zeros (%)	4.6%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0004210991988
Q1	0.1397018972
median	0.9594437433
Q3	11.58561602
95-th percentile	353.4171739
Maximum	75639.45755
Range	75639.45755
Interquartile range (IQR)	11.44591413

Descriptive statistics

Standard deviation	1418.760472
Coefficient of variation (CV)	10.06574578
Kurtosis	1388.462358
Mean	140.9493646
Median Absolute Deviation (MAD)	0.9465433783
Skewness	32.91135777
Sum	6243493.054
Variance	2012881.277
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2036	4.6%
0.2224431328	81	0.2%
0.2815717817	66	0.1%
4.745444818	45	0.1%
0.2187833002	41	0.1%
90.53542225	40	0.1%
0.3600779679	40	0.1%
0.4739792433	39	0.1%
4074.464184	37	0.1%
1.871296572	37	0.1%
Other values (24170)	41834	94.4%

Value	Count	Frequency (%)
0	2036	4.6%
4.95602919 × 10^-19	1	< 0.1%
5.893729408 × 10^-9	2	< 0.1%
1.681266239 × 10^-7	3	< 0.1%
3.495330875 × 10^-7	1	< 0.1%

Value	Count	Frequency (%)
75639.45755	2	< 0.1%
71620.37586	1	< 0.1%
70307.64312	1	< 0.1%
64196.79466	5	< 0.1%
59383.06278	1	< 0.1%

risk_factor
Real number (ℝ)

Distinct	31402
Distinct (%)	70.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4361021189

Minimum	2.056329347 × 10^-20
Maximum	1.014911007
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	2.056329347 × 10^-20
5-th percentile	1 × 10^-6
Q1	1 × 10^-6
median	0.4970732942
Q3	0.7607148381
95-th percentile	0.9534537415
Maximum	1.014911007
Range	1.014911007
Interquartile range (IQR)	0.7607138381

Descriptive statistics

Standard deviation	0.3593211599
Coefficient of variation (CV)	0.8239381199
Kurtosis	-1.549320863
Mean	0.4361021189
Median Absolute Deviation (MAD)	0.3556759279
Skewness	-0.03608414019
Sum	19317.57946
Variance	0.129111696
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1 × 10^-6	12713	28.7%
4.145761797 × 10^-5	7	< 0.1%
0.5174044059	6	< 0.1%
0.8530932673	6	< 0.1%
0.8989560458	6	< 0.1%
0.8389291268	6	< 0.1%
0.9874408624	5	< 0.1%
0.9631139127	5	< 0.1%
0.7793498955	5	< 0.1%
0.9989472551	5	< 0.1%
Other values (31392)	31532	71.2%

Value	Count	Frequency (%)
2.056329347 × 10^-20	1	< 0.1%
1.479543333 × 10^-19	1	< 0.1%
8.894586539 × 10^-19	1	< 0.1%
8.894586539 × 10^-19	1	< 0.1%
8.89719922 × 10^-19	1	< 0.1%

Value	Count	Frequency (%)
1.014911007	1	< 0.1%
1.009889651	1	< 0.1%
1.009417236	1	< 0.1%
1.008434089	1	< 0.1%
1.007369422	1	< 0.1%

total_collateral_eth
Real number (ℝ)

Zeros

Distinct	38220
Distinct (%)	86.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2160.005909

Minimum	0
Maximum	460494.4503
Zeros	977
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0265946368
Q1	2.756808153
median	34.24574223
Q3	364.3340804
95-th percentile	7409.716643
Maximum	460494.4503
Range	460494.4503
Interquartile range (IQR)	361.5772723

Descriptive statistics

Standard deviation	14861.08665
Coefficient of variation (CV)	6.880113888
Kurtosis	372.2686703
Mean	2160.005909
Median Absolute Deviation (MAD)	34.13740653
Skewness	17.18998352
Sum	95679621.76
Variance	220851896.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	977	2.2%
4260.217116	80	0.2%
23.53995296	74	0.2%
4256.172049	67	0.2%
4238.99734	64	0.1%
4271.722072	63	0.1%
4339.097307	60	0.1%
4243.58579	59	0.1%
4226.947446	47	0.1%
4254.734073	43	0.1%
Other values (38210)	42762	96.5%

Value	Count	Frequency (%)
0	977	2.2%
1.066669356 × 10^-11	1	< 0.1%
9.319269632 × 10^-11	1	< 0.1%
1.0163832 × 10^-10	1	< 0.1%
1.05017339 × 10^-10	1	< 0.1%

Value	Count	Frequency (%)
460494.4503	1	< 0.1%
459504.848	1	< 0.1%
455232.2292	1	< 0.1%
451011.6513	1	< 0.1%
450965.6084	1	< 0.1%

total_collateral_avg_eth
Real number (ℝ)

Zeros

Distinct	36828
Distinct (%)	83.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1636.67201

Minimum	0
Maximum	304779.8994
Zeros	6882
Zeros (%)	15.5%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.8701732766
median	21.42007043
Q3	260.3575709
95-th percentile	8380.644246
Maximum	304779.8994
Range	304779.8994
Interquartile range (IQR)	259.4873977

Descriptive statistics

Standard deviation	9434.313985
Coefficient of variation (CV)	5.76432781
Kurtosis	368.84973
Mean	1636.67201
Median Absolute Deviation (MAD)	21.42007043
Skewness	16.99470207
Sum	72498023.37
Variance	89006280.37
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6882	15.5%
0.07537242074	28	0.1%
4.280282668	16	< 0.1%
2.140141332	15	< 0.1%
0.428028263	9	< 0.1%
0.1631429767	8	< 0.1%
0.7663868065	8	< 0.1%
0.02162601292	7	< 0.1%
42.80282672	7	< 0.1%
2.063256759	7	< 0.1%
Other values (36818)	37309	84.2%

Value	Count	Frequency (%)
0	6882	15.5%
1.03344938 × 10^-10	1	< 0.1%
1.106779493 × 10^-10	1	< 0.1%
1.234162957 × 10^-10	1	< 0.1%
1.249433188 × 10^-10	1	< 0.1%

Value	Count	Frequency (%)
304779.8994	1	< 0.1%
301159.0214	1	< 0.1%
297916.9076	1	< 0.1%
285086.5173	1	< 0.1%
280347.1147	1	< 0.1%

total_available_borrows_eth
Real number (ℝ)

Zeros

Distinct	41662
Distinct (%)	94.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	505.8818492

Minimum	-7.828282424
Maximum	117743.0199
Zeros	978
Zeros (%)	2.2%
Negative	43
Negative (%)	0.1%
Memory size	346.2 KiB

Quantile statistics

Minimum	-7.828282424
5-th percentile	0.006464139055
Q1	0.8466460206
median	10.97747477
Q3	92.53611129
95-th percentile	2009.250074
Maximum	117743.0199
Range	117750.8482
Interquartile range (IQR)	91.68946527

Descriptive statistics

Standard deviation	3625.509005
Coefficient of variation (CV)	7.166710982
Kurtosis	387.1514139
Mean	505.8818492
Median Absolute Deviation (MAD)	10.93388887
Skewness	17.84858481
Sum	22408542.39
Variance	13144315.54
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	978	2.2%
3195.162837	80	0.2%
3192.129037	67	0.2%
3179.248005	64	0.1%
3203.791554	63	0.1%
3254.32298	60	0.1%
3182.689342	59	0.1%
3170.210585	47	0.1%
3191.050555	43	0.1%
3183.230753	38	0.1%
Other values (41652)	42797	96.6%

Value	Count	Frequency (%)
-7.828282424	1	< 0.1%
-0.2510856544	1	< 0.1%
-0.001206131846	1	< 0.1%
-0.0009528762103	1	< 0.1%
-0.000951364263	1	< 0.1%

Value	Count	Frequency (%)
117743.0199	1	< 0.1%
106752.9262	1	< 0.1%
104687.6677	1	< 0.1%
99231.36683	1	< 0.1%
96848.61598	1	< 0.1%

total_available_borrows_avg_eth
Real number (ℝ)

Zeros

Distinct	37125
Distinct (%)	83.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	379.2109207

Minimum	0
Maximum	79870.80119
Zeros	6882
Zeros (%)	15.5%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.2308575249
median	6.402175667
Q3	85.45850372
95-th percentile	1864.275361
Maximum	79870.80119
Range	79870.80119
Interquartile range (IQR)	85.2276462

Descriptive statistics

Standard deviation	2172.093918
Coefficient of variation (CV)	5.727930816
Kurtosis	354.8883572
Mean	379.2109207
Median Absolute Deviation (MAD)	6.402175667
Skewness	16.47826861
Sum	16797526.94
Variance	4717991.99
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6882	15.5%
0.05652931556	28	0.1%
3.210212001	10	< 0.1%
0.3514231153	10	< 0.1%
1.605105999	10	< 0.1%
0.3210211972	7	< 0.1%
32.10212004	6	< 0.1%
599.1621682	6	< 0.1%
589.0087711	5	< 0.1%
0.04044886492	5	< 0.1%
Other values (37115)	37327	84.3%

Value	Count	Frequency (%)
0	6882	15.5%
2.746410216 × 10^-11	1	< 0.1%
2.974452796 × 10^-11	1	< 0.1%
3.359824855 × 10^-11	1	< 0.1%
3.37418504 × 10^-11	1	< 0.1%

Value	Count	Frequency (%)
79870.80119	1	< 0.1%
74167.25135	1	< 0.1%
65677.4793	1	< 0.1%
54192.72312	1	< 0.1%
54142.68042	1	< 0.1%

avg_weighted_risk_factor
Real number (ℝ)

Zeros

Distinct	33815
Distinct (%)	76.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	645.5118573

Minimum	0
Maximum	102122.0962
Zeros	10288
Zeros (%)	23.2%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0006053037487
median	2.148699873
Q3	36.48767218
95-th percentile	5241.824852
Maximum	102122.0962
Range	102122.0962
Interquartile range (IQR)	36.48706687

Descriptive statistics

Standard deviation	3694.379089
Coefficient of variation (CV)	5.723177734
Kurtosis	355.0086224
Mean	645.5118573
Median Absolute Deviation (MAD)	2.148699873
Skewness	16.65279683
Sum	28593593.23
Variance	13648436.85
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10288	23.2%
0.09626214259	9	< 0.1%
21.03606238	6	< 0.1%
93.99848143	6	< 0.1%
155.6786708	5	< 0.1%
71.11671522	5	< 0.1%
831.0208267	5	< 0.1%
1.207284545	4	< 0.1%
128.1122826	4	< 0.1%
303.7995415	4	< 0.1%
Other values (33805)	33960	76.7%

Value	Count	Frequency (%)
0	10288	23.2%
1.109093986 × 10^-39	1	< 0.1%
3.374486287 × 10^-26	1	< 0.1%
3.468222018 × 10^-26	1	< 0.1%
1.639978913 × 10^-22	1	< 0.1%

Value	Count	Frequency (%)
102122.0962	1	< 0.1%
100851.517	1	< 0.1%
100136.9745	1	< 0.1%
95370.42454	1	< 0.1%
95355.01576	1	< 0.1%

risk_factor_above_threshold_daily_count
Real number (ℝ)

Zeros

Distinct	6588
Distinct (%)	14.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57412.37484

Minimum	0
Maximum	3125567
Zeros	24930
Zeros (%)	56.3%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	99
95-th percentile	56237.5
Maximum	3125567
Range	3125567
Interquartile range (IQR)	99

Descriptive statistics

Standard deviation	320119.5437
Coefficient of variation (CV)	5.575793451
Kurtosis	46.69342598
Mean	57412.37484
Median Absolute Deviation (MAD)	0
Skewness	6.653276473
Sum	2543138556
Variance	1.024765222 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	24930	56.3%
1	674	1.5%
2	487	1.1%
3	483	1.1%
6	351	0.8%
4	351	0.8%
5	276	0.6%
10	261	0.6%
8	231	0.5%
7	214	0.5%
Other values (6578)	16038	36.2%

Value	Count	Frequency (%)
0	24930	56.3%
1	674	1.5%
2	487	1.1%
3	483	1.1%
4	351	0.8%

Value	Count	Frequency (%)
3125567	1	< 0.1%
3122927	1	< 0.1%
3120288	1	< 0.1%
3117650	1	< 0.1%
3115015	1	< 0.1%

avg_risk_factor
Real number (ℝ)

Zeros

Distinct	33887
Distinct (%)	76.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3984143016

Minimum	0
Maximum	0.9668493448
Zeros	6882
Zeros (%)	15.5%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.005150153289
median	0.4316003481
Q3	0.6687586768
95-th percentile	0.8956310883
Maximum	0.9668493448
Range	0.9668493448
Interquartile range (IQR)	0.6636085235

Descriptive statistics

Standard deviation	0.3170498215
Coefficient of variation (CV)	0.7957792184
Kurtosis	-1.386591152
Mean	0.3984143016
Median Absolute Deviation (MAD)	0.3048555007
Skewness	0.03807814282
Sum	17648.1599
Variance	0.1005205893
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6882	15.5%
1 × 10^-6	2320	5.2%
1 × 10^-6	138	0.3%
1 × 10^-6	117	0.3%
1 × 10^-6	115	0.3%
1 × 10^-6	108	0.2%
1 × 10^-6	93	0.2%
1 × 10^-6	92	0.2%
1 × 10^-6	77	0.2%
1 × 10^-6	58	0.1%
Other values (33877)	34296	77.4%

Value	Count	Frequency (%)
0	6882	15.5%
2.564348132 × 10^-8	1	< 0.1%
5.472195968 × 10^-8	1	< 0.1%
8.333338999 × 10^-8	1	< 0.1%
1.069614835 × 10^-7	1	< 0.1%

Value	Count	Frequency (%)
0.9668493448	1	< 0.1%
0.9648935303	1	< 0.1%
0.9639651787	1	< 0.1%
0.9629866656	1	< 0.1%
0.9619538587	1	< 0.1%

max_risk_factor
Real number (ℝ)

Zeros

Distinct	8637
Distinct (%)	19.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.623548621

Minimum	0
Maximum	4.863938236
Zeros	6882
Zeros (%)	15.5%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.09874198498
median	0.795976211
Q3	0.9450688549
95-th percentile	1.001917128
Maximum	4.863938236
Range	4.863938236
Interquartile range (IQR)	0.84632687

Descriptive statistics

Standard deviation	0.4103010048
Coefficient of variation (CV)	0.658009642
Kurtosis	6.377818159
Mean	0.623548621
Median Absolute Deviation (MAD)	0.1902056734
Skewness	0.1390773414
Sum	27620.70972
Variance	0.1683469146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6882	15.5%
1 × 10^-6	3526	8.0%
0.9988817147	1272	2.9%
1.080500473	729	1.6%
0.9845311377	303	0.7%
0.9998215961	188	0.4%
0.9998049769	187	0.4%
0.9977876165	182	0.4%
0.4482566468	180	0.4%
0.90511647	172	0.4%
Other values (8627)	30675	69.3%

Value	Count	Frequency (%)
0	6882	15.5%
1 × 10^-6	3526	8.0%
1.074105968 × 10^-6	1	< 0.1%
1.187512438 × 10^-6	1	< 0.1%
1.1900306 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
4.863938236	30	0.1%
2.498320617	3	< 0.1%
1.861010407	3	< 0.1%
1.734360826	12	< 0.1%
1.560808254	4	< 0.1%

borrow_amount_sum_eth
Real number (ℝ)

Zeros

Distinct	34824
Distinct (%)	78.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7218.026172

Minimum	0
Maximum	798728.055
Zeros	7090
Zeros (%)	16.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.7141329358
median	31.39691459
Q3	528.7362383
95-th percentile	66087.33101
Maximum	798728.055
Range	798728.055
Interquartile range (IQR)	528.0221053

Descriptive statistics

Standard deviation	27399.78646
Coefficient of variation (CV)	3.796022044
Kurtosis	53.95588694
Mean	7218.026172
Median Absolute Deviation (MAD)	31.39691459
Skewness	5.796002134
Sum	319729687.3
Variance	750748298.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7090	16.0%
66087.33101	195	0.4%
1	57	0.1%
202.3340257	53	0.1%
65929.93522	41	0.1%
146.2621397	36	0.1%
0.1	32	0.1%
0.5	32	0.1%
1141.367841	29	0.1%
2	29	0.1%
Other values (34814)	36702	82.9%

Value	Count	Frequency (%)
0	7090	16.0%
1.0646888 × 10^-19	1	< 0.1%
1.193810516 × 10^-15	1	< 0.1%
9.333972 × 10^-13	1	< 0.1%
4.301813891 × 10^-12	2	< 0.1%

Value	Count	Frequency (%)
798728.055	1	< 0.1%
543317.2595	1	< 0.1%
436516.5487	1	< 0.1%
419994.0621	1	< 0.1%
409824.7357	1	< 0.1%

borrow_amount_avg_eth
Real number (ℝ)

Zeros

Distinct	35723
Distinct (%)	80.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	111.4632741

Minimum	0
Maximum	38221.00062
Zeros	7090
Zeros (%)	16.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.1648274075
median	3.13029245
Q3	34.22593823
95-th percentile	289.2501065
Maximum	38221.00062
Range	38221.00062
Interquartile range (IQR)	34.06111083

Descriptive statistics

Standard deviation	800.3867855
Coefficient of variation (CV)	7.180722011
Kurtosis	484.2490397
Mean	111.4632741
Median Absolute Deviation (MAD)	3.13029245
Skewness	18.64879345
Sum	4937377.188
Variance	640619.0064
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7090	16.0%
1	59	0.1%
2.089459138	38	0.1%
0.5	31	0.1%
0.1	31	0.1%
5	29	0.1%
10	28	0.1%
2	27	0.1%
0.1768797498	23	0.1%
0.25	18	< 0.1%
Other values (35713)	36922	83.4%

Value	Count	Frequency (%)
0	7090	16.0%
1.0646888 × 10^-19	1	< 0.1%
1.193810516 × 10^-15	1	< 0.1%
9.333972 × 10^-13	1	< 0.1%
4.301813891 × 10^-12	2	< 0.1%

Value	Count	Frequency (%)
38221.00062	1	< 0.1%
30083.67636	1	< 0.1%
29831.34539	1	< 0.1%
29608.94159	1	< 0.1%
25456.45637	1	< 0.1%

borrow_count
Real number (ℝ)

Zeros

Distinct	2466
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	93.48130757

Minimum	0
Maximum	4598
Zeros	6788
Zeros (%)	15.3%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	8
Q3	33
95-th percentile	362
Maximum	4598
Range	4598
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	329.6587831
Coefficient of variation (CV)	3.526467395
Kurtosis	27.54985612
Mean	93.48130757
Median Absolute Deviation (MAD)	8
Skewness	5.137771353
Sum	4140848
Variance	108674.9133
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6788	15.3%
1	3830	8.6%
2	2994	6.8%
3	2186	4.9%
4	1895	4.3%
5	1516	3.4%
6	1373	3.1%
7	1098	2.5%
8	1046	2.4%
9	870	2.0%
Other values (2456)	20700	46.7%

Value	Count	Frequency (%)
0	6788	15.3%
1	3830	8.6%
2	2994	6.8%
3	2186	4.9%
4	1895	4.3%

Value	Count	Frequency (%)
4598	1	< 0.1%
4068	1	< 0.1%
3630	1	< 0.1%
2472	1	< 0.1%
2471	1	< 0.1%

repay_amount_sum_eth
Real number (ℝ)

Zeros

Distinct	13419
Distinct (%)	30.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3838.185678

Minimum	0
Maximum	356426.6373
Zeros	14864
Zeros (%)	33.6%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4.546839499
Q3	211.873208
95-th percentile	37997.74058
Maximum	356426.6373
Range	356426.6373
Interquartile range (IQR)	211.873208

Descriptive statistics

Standard deviation	15591.20293
Coefficient of variation (CV)	4.06212837
Kurtosis	80.11756299
Mean	3838.185678
Median Absolute Deviation (MAD)	4.546839499
Skewness	7.410925538
Sum	170016272.8
Variance	243085608.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14864	33.6%
37997.74058	154	0.3%
3.9035625	145	0.3%
37781.32838	84	0.2%
3.793405196	78	0.2%
45569.46017	56	0.1%
1.762020349	48	0.1%
195.0266298	47	0.1%
10525.26338	41	0.1%
75.39331867	39	0.1%
Other values (13409)	28740	64.9%

Value	Count	Frequency (%)
0	14864	33.6%
8.602746 × 10^-21	28	0.1%
1.7205492 × 10^-20	1	< 0.1%
7.100423565 × 10^-13	1	< 0.1%
8.278695692 × 10^-13	2	< 0.1%

Value	Count	Frequency (%)
356426.6373	1	< 0.1%
322347.4857	1	< 0.1%
250860.977	6	< 0.1%
244508.0358	1	< 0.1%
239455.5871	1	< 0.1%

repay_amount_avg_eth
Real number (ℝ)

Skewed Zeros

Distinct	13498
Distinct (%)	30.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	89.7431002

Minimum	0
Maximum	50334.93155
Zeros	14864
Zeros (%)	33.6%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.7247279051
Q3	15.43093153
95-th percentile	210.9351924
Maximum	50334.93155
Range	50334.93155
Interquartile range (IQR)	15.43093153

Descriptive statistics

Standard deviation	904.4202731
Coefficient of variation (CV)	10.07788087
Kurtosis	1040.688003
Mean	89.7431002
Median Absolute Deviation (MAD)	0.7247279051
Skewness	26.94723168
Sum	3975260.366
Variance	817976.0303
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14864	33.6%
0.2439726562	114	0.3%
1.264468399	78	0.2%
43.52383971	56	0.1%
0.5873401165	48	0.1%
32.5044383	47	0.1%
61.91331402	41	0.1%
1.570694139	39	0.1%
5.516328477	38	0.1%
0.2264253992	38	0.1%
Other values (13488)	28933	65.3%

Value	Count	Frequency (%)
0	14864	33.6%
8.602746 × 10^-21	29	0.1%
4.733096342 × 10^-13	2	< 0.1%
7.100423565 × 10^-13	1	< 0.1%
8.278695692 × 10^-13	2	< 0.1%

Value	Count	Frequency (%)
50334.93155	3	< 0.1%
43523.486	1	< 0.1%
31117.16571	1	< 0.1%
28789.1597	1	< 0.1%
27452.62855	2	< 0.1%

repay_count
Real number (ℝ)

Zeros

Distinct	839
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66.39768828

Minimum	0
Maximum	3176
Zeros	14613
Zeros (%)	33.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	20
95-th percentile	297
Maximum	3176
Range	3176
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	228.6984485
Coefficient of variation (CV)	3.444373659
Kurtosis	23.89781722
Mean	66.39768828
Median Absolute Deviation (MAD)	3
Skewness	4.788126599
Sum	2941152
Variance	52302.98034
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14613	33.0%
1	3858	8.7%
2	2564	5.8%
3	1698	3.8%
4	1397	3.2%
5	1280	2.9%
6	1050	2.4%
7	881	2.0%
8	824	1.9%
9	671	1.5%
Other values (829)	15460	34.9%

Value	Count	Frequency (%)
0	14613	33.0%
1	3858	8.7%
2	2564	5.8%
3	1698	3.8%
4	1397	3.2%

Value	Count	Frequency (%)
3176	1	< 0.1%
2462	1	< 0.1%
2254	1	< 0.1%
1721	3	< 0.1%
1720	2	< 0.1%

borrow_repay_diff_eth
Real number (ℝ)

Zeros

Distinct	30321
Distinct (%)	68.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3459.974148

Minimum	0
Maximum	442301.4177
Zeros	12448
Zeros (%)	28.1%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4.552799806
Q3	104.3647089
95-th percentile	28073.05851
Maximum	442301.4177
Range	442301.4177
Interquartile range (IQR)	104.3647089

Descriptive statistics

Standard deviation	14547.52939
Coefficient of variation (CV)	4.204519678
Kurtosis	61.31131861
Mean	3459.974148
Median Absolute Deviation (MAD)	4.552799806
Skewness	6.257875391
Sum	153263014.8
Variance	211630611.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12448	28.1%
28089.59043	154	0.3%
28148.60684	41	0.1%
28306.00263	39	0.1%
70.86882101	35	0.1%
1	23	0.1%
0.1	18	< 0.1%
0.5	17	< 0.1%
0.01178958157	16	< 0.1%
829.6367183	15	< 0.1%
Other values (30311)	31490	71.1%

Value	Count	Frequency (%)
0	12448	28.1%
1.0646888 × 10^-19	1	< 0.1%
3.469446952 × 10^-18	1	< 0.1%
6.938893904 × 10^-18	1	< 0.1%
1.387778781 × 10^-17	1	< 0.1%

Value	Count	Frequency (%)
442301.4177	1	< 0.1%
303861.6724	1	< 0.1%
239726.9694	1	< 0.1%
221332.1688	1	< 0.1%
218114.1462	1	< 0.1%

deposit_count
Real number (ℝ)

Zeros

Distinct	2068
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	102.6869243

Minimum	0
Maximum	6038
Zeros	1317
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	11
Q3	38
95-th percentile	447
Maximum	6038
Range	6038
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	356.8003095
Coefficient of variation (CV)	3.474642092
Kurtosis	49.89895676
Mean	102.6869243
Median Absolute Deviation (MAD)	9
Skewness	6.082611093
Sum	4548620
Variance	127306.4609
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	4066	9.2%
2	3244	7.3%
3	2469	5.6%
4	2195	5.0%
5	1944	4.4%
6	1708	3.9%
7	1531	3.5%
0	1317	3.0%
8	1205	2.7%
9	1088	2.5%
Other values (2058)	23529	53.1%

Value	Count	Frequency (%)
0	1317	3.0%
1	4066	9.2%
2	3244	7.3%
3	2469	5.6%
4	2195	5.0%

Value	Count	Frequency (%)
6038	1	< 0.1%
6036	1	< 0.1%
6034	1	< 0.1%
5969	1	< 0.1%
5955	1	< 0.1%

deposit_amount_sum_eth
Real number (ℝ)

Zeros

Distinct	29979
Distinct (%)	67.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12489.57991

Minimum	0
Maximum	1190589.945
Zeros	1511
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0263236223
Q1	6.565267416
median	96.61797234
Q3	1253.290805
95-th percentile	100499.5066
Maximum	1190589.945
Range	1190589.945
Interquartile range (IQR)	1246.725538

Descriptive statistics

Standard deviation	48310.35852
Coefficient of variation (CV)	3.868053119
Kurtosis	131.0160835
Mean	12489.57991
Median Absolute Deviation (MAD)	96.51463267
Skewness	8.649997787
Sum	553238431.7
Variance	2333890741
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1511	3.4%
1	264	0.6%
0.1	121	0.3%
2	86	0.2%
0.01	66	0.1%
100	61	0.1%
10	51	0.1%
0.5	50	0.1%
131.0870111	48	0.1%
50	48	0.1%
Other values (29969)	41990	94.8%

Value	Count	Frequency (%)
0	1511	3.4%
1.3194455 × 10^-11	1	< 0.1%
1.2330198 × 10^-10	1	< 0.1%
1.294720398 × 10^-8	1	< 0.1%
1.295877924 × 10^-8	1	< 0.1%

Value	Count	Frequency (%)
1190589.945	1	< 0.1%
1184003.945	1	< 0.1%
1177417.945	1	< 0.1%
1170831.945	1	< 0.1%
1164245.945	1	< 0.1%

time_since_first_deposit
Real number (ℝ)

Zeros

Distinct	40853
Distinct (%)	92.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7700642.518

Minimum	0
Maximum	35670871
Zeros	1317
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	223
Q1	210589
median	3184616
Q3	13516500.25
95-th percentile	27313484.25
Maximum	35670871
Range	35670871
Interquartile range (IQR)	13305911.25

Descriptive statistics

Standard deviation	9299791.966
Coefficient of variation (CV)	1.207664418
Kurtosis	0.07599137134
Mean	7700642.518
Median Absolute Deviation (MAD)	3182355.5
Skewness	1.12155287
Sum	3.41107661 × 10¹¹
Variance	8.648613061 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1317	3.0%
176	14	< 0.1%
66	13	< 0.1%
80	12	< 0.1%
234	10	< 0.1%
127	10	< 0.1%
118	10	< 0.1%
120	10	< 0.1%
151	9	< 0.1%
121	9	< 0.1%
Other values (40843)	42882	96.8%

Value	Count	Frequency (%)
0	1317	3.0%
18	1	< 0.1%
23	1	< 0.1%
24	1	< 0.1%
28	1	< 0.1%

Value	Count	Frequency (%)
35670871	1	< 0.1%
35670081	1	< 0.1%
35574507	1	< 0.1%
35482129	1	< 0.1%
35432968	1	< 0.1%

withdraw_amount_sum_eth
Real number (ℝ)

Zeros

Distinct	12829
Distinct (%)	29.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7554.182754

Minimum	0
Maximum	1411661.526
Zeros	11467
Zeros (%)	25.9%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	16.96447848
Q3	535.2841041
95-th percentile	58427.9476
Maximum	1411661.526
Range	1411661.526
Interquartile range (IQR)	535.2841041

Descriptive statistics

Standard deviation	31374.00972
Coefficient of variation (CV)	4.153197075
Kurtosis	274.1022492
Mean	7554.182754
Median Absolute Deviation (MAD)	16.96447848
Skewness	11.8529532
Sum	334620079.3
Variance	984328485.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11467	25.9%
101100.4976	139	0.3%
3	113	0.3%
100543.4976	103	0.2%
1.000000021	86	0.2%
1	85	0.2%
70.9213363	82	0.2%
0.5000000032	74	0.2%
7.054310327	72	0.2%
99087.4476	69	0.2%
Other values (12819)	32006	72.3%

Value	Count	Frequency (%)
0	11467	25.9%
1.293514557 × 10^-11	1	< 0.1%
1.293935107 × 10^-8	3	< 0.1%
1.777162081 × 10^-7	1	< 0.1%
8.063287992 × 10^-7	1	< 0.1%

Value	Count	Frequency (%)
1411661.526	1	< 0.1%
959956.1443	1	< 0.1%
955278.9086	1	< 0.1%
818767.3815	1	< 0.1%
812181.3815	1	< 0.1%

withdraw_deposit_diff_if_positive_eth
Real number (ℝ)

Skewed Zeros

Distinct	1488
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	231.3734164

Minimum	0
Maximum	710786.0122
Zeros	42002
Zeros (%)	94.8%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4.069053042 × 10^-5
Maximum	710786.0122
Range	710786.0122
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4758.50418
Coefficient of variation (CV)	20.56633927
Kurtosis	12166.6271
Mean	231.3734164
Median Absolute Deviation (MAD)	0
Skewness	91.9626622
Sum	10248916.85
Variance	22643362.03
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	42002	94.8%
866.990308	25	0.1%
35.77865935	25	0.1%
53.05814474	25	0.1%
1017.913866	19	< 0.1%
3.415593823 × 10^-6	18	< 0.1%
16.88093933	17	< 0.1%
34665.99076	14	< 0.1%
101.021333	13	< 0.1%
22.8197692	13	< 0.1%
Other values (1478)	2125	4.8%

Value	Count	Frequency (%)
0	42002	94.8%
2.345997528 × 10^-11	1	< 0.1%
2.561505175 × 10^-11	2	< 0.1%
8.038200661 × 10^-11	1	< 0.1%
1.348999801 × 10^-10	1	< 0.1%

Value	Count	Frequency (%)
710786.0122	1	< 0.1%
317744.3413	1	< 0.1%
302010.6308	1	< 0.1%
225209.3154	1	< 0.1%
107107.8631	1	< 0.1%

liquidation_count
Real number (ℝ)

Zeros

Distinct	138
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.432364096

Minimum	0
Maximum	184
Zeros	34327
Zeros (%)	77.5%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	45.25
Maximum	184
Range	184
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	28.8506308
Coefficient of variation (CV)	3.881756925
Kurtosis	20.65048279
Mean	7.432364096
Median Absolute Deviation (MAD)	0
Skewness	4.554375258
Sum	329224
Variance	832.3588975
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	34327	77.5%
1	2806	6.3%
2	1077	2.4%
3	703	1.6%
5	518	1.2%
6	420	0.9%
4	381	0.9%
176	277	0.6%
113	232	0.5%
7	207	0.5%
Other values (128)	3348	7.6%

Value	Count	Frequency (%)
0	34327	77.5%
1	2806	6.3%
2	1077	2.4%
3	703	1.6%
4	381	0.9%

Value	Count	Frequency (%)
184	23	0.1%
183	2	< 0.1%
182	11	< 0.1%
181	46	0.1%
180	46	0.1%

time_since_last_liquidated
Real number (ℝ)

Distinct	9811
Distinct (%)	22.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	775478393.1

Minimum	8
Maximum	999999999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	8
5-th percentile	68559.25
Q1	999999999
median	999999999
Q3	999999999
95-th percentile	999999999
Maximum	999999999
Range	999999991
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	416638719
Coefficient of variation (CV)	0.5372667023
Kurtosis	-0.2657992621
Mean	775478393.1
Median Absolute Deviation (MAD)	0
Skewness	-1.316851364
Sum	3.43505909 × 10¹³
Variance	1.735878222 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
999999999	34327	77.5%
235209	7	< 0.1%
3971	5	< 0.1%
34732	5	< 0.1%
235160	4	< 0.1%
475	4	< 0.1%
4240	4	< 0.1%
17013	4	< 0.1%
1539	4	< 0.1%
1553	4	< 0.1%
Other values (9801)	9928	22.4%

Value	Count	Frequency (%)
8	1	< 0.1%
14	1	< 0.1%
23	1	< 0.1%
27	1	< 0.1%
33	1	< 0.1%

Value	Count	Frequency (%)
999999999	34327	77.5%
29082864	1	< 0.1%
28706195	1	< 0.1%
28647668	1	< 0.1%
28608591	1	< 0.1%

liquidation_amount_sum_eth
Real number (ℝ)

Zeros

Distinct	1190
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2374.206031

Minimum	0
Maximum	84050.81732
Zeros	34396
Zeros (%)	77.7%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	8088.760364
Maximum	84050.81732
Range	84050.81732
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	11585.65629
Coefficient of variation (CV)	4.879802403
Kurtosis	31.58886354
Mean	2374.206031
Median Absolute Deviation (MAD)	0
Skewness	5.563264797
Sum	105167830.3
Variance	134227431.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	34396	77.7%
79694.65868	277	0.6%
17.94394868	256	0.6%
37082.51033	232	0.5%
5.202872556	187	0.4%
28572.2553	185	0.4%
31317.57891	141	0.3%
23339.75315	121	0.3%
19.40241722	119	0.3%
460.6897964	96	0.2%
Other values (1180)	8286	18.7%

Value	Count	Frequency (%)
0	34396	77.7%
0.0003739198748	2	< 0.1%
0.0005779389125	1	< 0.1%
0.0007096587464	1	< 0.1%
0.0007977270538	2	< 0.1%

Value	Count	Frequency (%)
84050.81732	23	0.1%
83552.63744	2	< 0.1%
83056.5369	11	< 0.1%
82735.10718	46	0.1%
82250.72471	46	0.1%

market_adx
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.7467406

Minimum	14.30185391
Maximum	61.11108843
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	14.30185391
5-th percentile	18.82652609
Q1	22.44730135
median	27.23934127
Q3	33.4761925
95-th percentile	53.37116537
Maximum	61.11108843
Range	46.80923452
Interquartile range (IQR)	11.02889115

Descriptive statistics

Standard deviation	10.25697827
Coefficient of variation (CV)	0.3448101561
Kurtosis	0.8682499297
Mean	29.7467406
Median Absolute Deviation (MAD)	5.1634667
Skewness	1.228419413
Sum	1317661.622
Variance	105.2056032
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.44730135	1634	3.7%
22.67753012	1464	3.3%
22.04403541	1033	2.3%
22.94774288	942	2.1%
21.1950096	829	1.9%
24.98482289	822	1.9%
20.55517325	641	1.4%
23.54247891	598	1.4%
24.23694082	596	1.3%
19.31402189	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
14.30185391	121	0.3%
14.78741281	71	0.2%
15.31032239	86	0.2%
15.7899456	64	0.1%
15.94821944	167	0.4%

Value	Count	Frequency (%)
61.11108843	207	0.5%
59.96710364	175	0.4%
59.48729734	177	0.4%
58.90483206	205	0.5%
58.50814881	136	0.3%

market_adxr
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.42818847

Minimum	17.2811793
Maximum	53.51610553
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	17.2811793
5-th percentile	20.1459218
Q1	24.99404443
median	26.54431618
Q3	36.0311064
95-th percentile	49.80022374
Maximum	53.51610553
Range	36.23492623
Interquartile range (IQR)	11.03706197

Descriptive statistics

Standard deviation	8.489055562
Coefficient of variation (CV)	0.2789865578
Kurtosis	0.3672271425
Mean	30.42818847
Median Absolute Deviation (MAD)	2.75256315
Skewness	1.094950397
Sum	1347847.037
Variance	72.06406433
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26.07823538	1634	3.7%
25.8937037	1464	3.3%
26.20664203	1033	2.3%
25.35639971	942	2.1%
26.16253844	829	1.9%
23.86794392	822	1.9%
26.20975024	641	1.4%
24.83039569	598	1.4%
24.33879559	596	1.3%
24.77581117	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
17.2811793	121	0.3%
17.46574366	86	0.2%
17.48082557	71	0.2%
17.76133312	167	0.4%
17.81336931	70	0.2%

Value	Count	Frequency (%)
53.51610553	130	0.3%
53.48172871	160	0.4%
53.45774639	110	0.2%
53.30996366	173	0.4%
53.08956028	107	0.2%

market_apo
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.170384564

Minimum	-51.46314195
Maximum	40.34074822
Zeros	0
Zeros (%)	0.0%
Negative	20600
Negative (%)	46.5%
Memory size	346.2 KiB

Quantile statistics

Minimum	-51.46314195
5-th percentile	-33.65132728
Q1	-7.836265466
median	0.711171077
Q3	11.06635226
95-th percentile	27.14280133
Maximum	40.34074822
Range	91.80389017
Interquartile range (IQR)	18.90261773

Descriptive statistics

Standard deviation	16.44208439
Coefficient of variation (CV)	96.49984718
Kurtosis	0.870454943
Mean	0.170384564
Median Absolute Deviation (MAD)	9.42314461
Skewness	-0.4369650083
Sum	7547.354646
Variance	270.3421389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.711171077	1634	3.7%
3.052135565	1464	3.3%
-1.65745877	1033	2.3%
5.507162241	942	2.1%
-3.361762511	829	1.9%
11.06635226	822	1.9%
-3.259820694	641	1.4%
7.226602114	598	1.4%
8.903991504	596	1.3%
-3.983883197	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
-51.46314195	102	0.2%
-49.95783395	129	0.3%
-48.29231786	89	0.2%
-47.62056972	110	0.2%
-47.38164241	196	0.4%

Value	Count	Frequency (%)
40.34074822	38	0.1%
40.21541361	46	0.1%
39.35304563	42	0.1%
38.17381717	27	0.1%
37.72954638	136	0.3%

market_aroonosc
Real number (ℝ)

Distinct	62
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.86298738

Minimum	-100
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	21753
Negative (%)	49.1%
Memory size	346.2 KiB

Quantile statistics

Minimum	-100
5-th percentile	-74.44444444
Q1	-55.55555556
median	52.22222222
Q3	71.11111111
95-th percentile	86.66666667
Maximum	100
Range	200
Interquartile range (IQR)	126.6666667

Descriptive statistics

Standard deviation	63.99832688
Coefficient of variation (CV)	4.975385966
Kurtosis	-1.67504808
Mean	12.86298738
Median Absolute Deviation (MAD)	45.55555556
Skewness	-0.1819444688
Sum	569778.8889
Variance	4095.785844
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-30	6299	14.2%
78.88888889	5073	11.5%
65.55555556	3944	8.9%
67.77777778	2745	6.2%
-58.88888889	2387	5.4%
71.11111111	1930	4.4%
-72.22222222	1869	4.2%
-56.66666667	1865	4.2%
-55.55555556	1552	3.5%
-74.44444444	1543	3.5%
Other values (52)	15089	34.1%

Value	Count	Frequency (%)
-100	157	0.4%
-98.88888889	320	0.7%
-97.77777778	274	0.6%
-96.66666667	55	0.1%
-95.55555556	64	0.1%

Value	Count	Frequency (%)
100	62	0.1%
98.88888889	224	0.5%
97.77777778	192	0.4%
96.66666667	250	0.6%
95.55555556	88	0.2%

market_aroonup
Real number (ℝ)

Zeros

Distinct	15
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.48287495

Minimum	0
Maximum	100
Zeros	7552
Zeros (%)	17.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7.142857143
median	35.71428571
Q3	71.42857143
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	64.28571429

Descriptive statistics

Standard deviation	34.94395033
Coefficient of variation (CV)	0.8225420331
Kurtosis	-1.209708078
Mean	42.48287495
Median Absolute Deviation (MAD)	28.57142857
Skewness	0.3912841586
Sum	1881821.429
Variance	1221.079665
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	7552	17.0%
100	5761	13.0%
7.142857143	3871	8.7%
14.28571429	3165	7.1%
35.71428571	3120	7.0%
42.85714286	3013	6.8%
28.57142857	2929	6.6%
21.42857143	2764	6.2%
50	2505	5.7%
57.14285714	1945	4.4%
Other values (5)	7671	17.3%

Value	Count	Frequency (%)
0	7552	17.0%
7.142857143	3871	8.7%
14.28571429	3165	7.1%
21.42857143	2764	6.2%
28.57142857	2929	6.6%

Value	Count	Frequency (%)
100	5761	13.0%
92.85714286	1939	4.4%
85.71428571	1692	3.8%
78.57142857	1167	2.6%
71.42857143	1614	3.6%

market_atr
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.90339135

Minimum	7.93958601
Maximum	14.37853259
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	7.93958601
5-th percentile	8.133969596
Q1	10.37476275
median	10.71057443
Q3	11.66790475
95-th percentile	13.81624945
Maximum	14.37853259
Range	6.43894658
Interquartile range (IQR)	1.293142

Descriptive statistics

Standard deviation	1.556719408
Coefficient of variation (CV)	0.1427738726
Kurtosis	-0.2174120823
Mean	10.90339135
Median Absolute Deviation (MAD)	0.80693093
Skewness	0.1677010797
Sum	482976.6234
Variance	2.423375316
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.45769861	1634	3.7%
10.52117393	1464	3.3%
10.38445698	1033	2.3%
10.57917664	942	2.1%
10.43397721	829	1.9%
10.71057443	822	1.9%
10.37476275	641	1.4%
10.63490653	598	1.4%
10.6801031	596	1.3%
10.43393524	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
7.93958601	146	0.3%
7.985153333	65	0.1%
7.990664278	122	0.3%
8.022538746	180	0.4%
8.0237815	137	0.3%

Value	Count	Frequency (%)
14.37853259	124	0.3%
14.34212927	155	0.3%
14.32731641	117	0.3%
14.30186824	161	0.4%
14.28850077	134	0.3%

market_cci
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-13.14695662

Minimum	-287.4635899
Maximum	254.8647083
Zeros	0
Zeros (%)	0.0%
Negative	24647
Negative (%)	55.6%
Memory size	346.2 KiB

Quantile statistics

Minimum	-287.4635899
5-th percentile	-206.0203536
Q1	-94.07678802
median	-33.78783438
Q3	86.31773675
95-th percentile	169.9453864
Maximum	254.8647083
Range	542.3282982
Interquartile range (IQR)	180.3945248

Descriptive statistics

Standard deviation	120.4323154
Coefficient of variation (CV)	-9.160471043
Kurtosis	-0.8268869811
Mean	-13.14695662
Median Absolute Deviation (MAD)	88.32956052
Skewness	0.05369907187
Sum	-582357.5905
Variance	14503.9426
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-94.07678802	1634	3.7%
-113.3455019	1464	3.3%
-74.96689412	1033	2.3%
-87.67537359	942	2.1%
51.44750846	829	1.9%
-206.0203536	822	1.9%
126.3617282	641	1.4%
-88.73275879	598	1.4%
-101.1064757	596	1.3%
83.88436328	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
-287.4635899	160	0.4%
-280.8137562	213	0.5%
-273.6308737	167	0.4%
-271.7227119	57	0.1%
-261.1355806	188	0.4%

Value	Count	Frequency (%)
254.8647083	188	0.4%
254.0798537	39	0.1%
244.4916313	73	0.2%
241.3436581	112	0.3%
237.7403009	120	0.3%

market_cmo
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.642515141

Minimum	-59.22728125
Maximum	79.29449487
Zeros	0
Zeros (%)	0.0%
Negative	22196
Negative (%)	50.1%
Memory size	346.2 KiB

Quantile statistics

Minimum	-59.22728125
5-th percentile	-37.81863405
Q1	-19.0483926
median	-0.433831195
Q3	18.00426199
95-th percentile	48.17465949
Maximum	79.29449487
Range	138.5217761
Interquartile range (IQR)	37.05265459

Descriptive statistics

Standard deviation	26.75861622
Coefficient of variation (CV)	16.29124478
Kurtosis	-0.02205809912
Mean	1.642515141
Median Absolute Deviation (MAD)	18.6145614
Skewness	0.3883102225
Sum	72756.85069
Variance	716.0235418
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.056518361	1634	3.7%
-4.453839039	1464	3.3%
-1.51588233	1033	2.3%
3.018206589	942	2.1%
18.00426199	829	1.9%
0.657707444	822	1.9%
19.9730079	641	1.4%
4.434928734	598	1.4%
6.470282624	596	1.3%
5.74898073	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
-59.22728125	160	0.4%
-58.2284754	213	0.5%
-50.97790103	195	0.4%
-49.54953698	57	0.1%
-47.65538017	107	0.2%

Value	Count	Frequency (%)
79.29449487	177	0.4%
75.51711931	183	0.4%
74.80395614	169	0.4%
71.32733651	4	< 0.1%
69.80306292	153	0.3%

market_correl
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9222991376

Minimum	0.547978974
Maximum	0.992101877
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0.547978974
5-th percentile	0.793452838
Q1	0.909077906
median	0.941149818
Q3	0.962732393
95-th percentile	0.982952074
Maximum	0.992101877
Range	0.444122903
Interquartile range (IQR)	0.053654487

Descriptive statistics

Standard deviation	0.06736909921
Coefficient of variation (CV)	0.07304473837
Kurtosis	8.611849741
Mean	0.9222991376
Median Absolute Deviation (MAD)	0.024264828
Skewness	-2.584125049
Sum	40854.1626
Variance	0.004538595528
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.936262238	1634	3.7%
0.937882152	1464	3.3%
0.926325318	1033	2.3%
0.941149818	942	2.1%
0.91688499	829	1.9%
0.947964035	822	1.9%
0.904341542	641	1.4%
0.942501645	598	1.4%
0.944774957	596	1.3%
0.878785908	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
0.547978974	80	0.2%
0.551556517	181	0.4%
0.59690948	86	0.2%
0.602995552	119	0.3%
0.639661848	191	0.4%

Value	Count	Frequency (%)
0.992101877	142	0.3%
0.991652355	136	0.3%
0.991521364	110	0.2%
0.990702511	107	0.2%
0.99037543	205	0.5%

market_dx
Real number (ℝ)

Distinct	336
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.17235416

Minimum	0.033910779
Maximum	82.84073206
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0.033910779
5-th percentile	3.17905423
Q1	15.21617456
median	22.98723935
Q3	42.061271
95-th percentile	66.91532836
Maximum	82.84073206
Range	82.80682128
Interquartile range (IQR)	26.84509644

Descriptive statistics

Standard deviation	19.10145635
Coefficient of variation (CV)	0.654779393
Kurtosis	-0.1802576328
Mean	29.17235416
Median Absolute Deviation (MAD)	11.56912089
Skewness	0.7547755184
Sum	1292218.6
Variance	364.8656347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.45432736	1634	3.7%
19.16476413	1464	3.3%
14.514474	1194	2.7%
16.80157822	1033	2.3%
15.21617456	942	2.1%
10.15767406	829	1.9%
19.21606246	822	1.9%
12.23730077	641	1.4%
3.17905423	460	1.0%
68.4112184	404	0.9%
Other values (326)	34873	78.7%

Value	Count	Frequency (%)
0.033910779	60	0.1%
0.045288293	50	0.1%
0.209355213	126	0.3%
0.390033428	121	0.3%
0.728884105	122	0.3%

Value	Count	Frequency (%)
82.84073206	4	< 0.1%
82.22037258	207	0.5%
81.81046677	177	0.4%
79.39612288	183	0.4%
79.09042356	169	0.4%

market_fastk
Real number (ℝ)

Distinct	410
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51.8569487

Minimum	0.162372013
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0.162372013
5-th percentile	6.68716928
Q1	26.93851185
median	49.09328719
Q3	79.44032746
95-th percentile	96.34251144
Maximum	100
Range	99.83762799
Interquartile range (IQR)	52.50181561

Descriptive statistics

Standard deviation	29.7753246
Coefficient of variation (CV)	0.574181963
Kurtosis	-1.285865866
Mean	51.8569487
Median Absolute Deviation (MAD)	24.74971577
Skewness	0.05047782067
Sum	2297055.399
Variance	886.569955
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27.00147211	1634	3.7%
38.91446139	1464	3.3%
25.22375955	1033	2.3%
60.80397931	942	2.1%
92.74700909	829	1.9%
30.32529376	822	1.9%
96.03672066	641	1.4%
65.65813173	598	1.4%
72.73482392	596	1.3%
41.7600422	460	1.0%
Other values (400)	35277	79.6%

Value	Count	Frequency (%)
0.162372013	150	0.3%
0.17432699	220	0.5%
0.359967669	268	0.6%
0.837936597	76	0.2%
0.89785398	213	0.5%

Value	Count	Frequency (%)
100	284	0.6%
99.88702869	120	0.3%
99.8652743	87	0.2%
99.64015176	58	0.1%
99.60497367	3	< 0.1%

market_fastd
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52.22817619

Minimum	7.719363511
Maximum	95.80562117
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	7.719363511
5-th percentile	15.55663106
Q1	32.72242232
median	52.37774804
Q3	71.74280124
95-th percentile	89.65109417
Maximum	95.80562117
Range	88.08625766
Interquartile range (IQR)	39.02037892

Descriptive statistics

Standard deviation	23.74506185
Coefficient of variation (CV)	0.4546408391
Kurtosis	-1.060284974
Mean	52.22817619
Median Absolute Deviation (MAD)	19.65532572
Skewness	0.04751634568
Sum	2313499.293
Variance	563.8279623
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42.23997094	1634	3.7%
55.12552415	1464	3.3%
30.37989769	1033	2.3%
66.39897832	942	2.1%
48.32408025	829	1.9%
32.72242232	822	1.9%
71.33582977	641	1.4%
56.23941647	598	1.4%
41.71325324	596	1.3%
76.84792398	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
7.719363511	69	0.2%
7.775919455	91	0.2%
8.975319386	194	0.4%
9.50479243	167	0.4%
9.635932243	57	0.1%

Value	Count	Frequency (%)
95.80562117	153	0.3%
95.79613546	112	0.3%
95.23675603	4	< 0.1%
94.66095892	95	0.2%
94.2903599	98	0.2%

market_ht_trendmode
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8393534405

Minimum	0
Maximum	1
Zeros	7116
Zeros (%)	16.1%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3672087779
Coefficient of variation (CV)	0.4374900491
Kurtosis	1.416533979
Mean	0.8393534405
Median Absolute Deviation (MAD)	0
Skewness	-1.848369558
Sum	37180
Variance	0.1348422865
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	37180	83.9%
0	7116	16.1%

Value	Count	Frequency (%)
0	7116	16.1%
1	37180	83.9%

Value	Count	Frequency (%)
1	37180	83.9%
0	7116	16.1%

market_linearreg_slope
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.3903264304

Minimum	-11.57167568
Maximum	8.092437979
Zeros	0
Zeros (%)	0.0%
Negative	25837
Negative (%)	58.3%
Memory size	346.2 KiB

Quantile statistics

Minimum	-11.57167568
5-th percentile	-6.424395249
Q1	-1.423352688
median	-0.564521572
Q3	1.281075178
95-th percentile	4.473420732
Maximum	8.092437979
Range	19.66411366
Interquartile range (IQR)	2.704427866

Descriptive statistics

Standard deviation	3.039363951
Coefficient of variation (CV)	-7.786723406
Kurtosis	2.155088803
Mean	-0.3903264304
Median Absolute Deviation (MAD)	1.33811783
Skewness	-0.6388734505
Sum	-17289.89956
Variance	9.237733229
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.423352688	1634	3.7%
-1.336190025	1464	3.3%
-1.356327702	1033	2.3%
-1.102708586	942	2.1%
-0.793569913	829	1.9%
-0.718572998	822	1.9%
-0.214343631	641	1.4%
-1.062486552	598	1.4%
-0.991592575	596	1.3%
0.212651951	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
-11.57167568	211	0.5%
-11.47614151	86	0.2%
-10.86776621	107	0.2%
-10.40704448	196	0.4%
-9.837511872	176	0.4%

Value	Count	Frequency (%)
8.092437979	3	< 0.1%
7.966081623	1	< 0.1%
7.872263412	4	< 0.1%
7.325362388	177	0.4%
7.232026085	207	0.5%

market_macd_macdext
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.170384564

Minimum	-51.46314195
Maximum	40.34074822
Zeros	0
Zeros (%)	0.0%
Negative	20600
Negative (%)	46.5%
Memory size	346.2 KiB

Quantile statistics

Minimum	-51.46314195
5-th percentile	-33.65132728
Q1	-7.836265466
median	0.711171077
Q3	11.06635226
95-th percentile	27.14280133
Maximum	40.34074822
Range	91.80389017
Interquartile range (IQR)	18.90261773

Descriptive statistics

Standard deviation	16.44208439
Coefficient of variation (CV)	96.49984718
Kurtosis	0.870454943
Mean	0.170384564
Median Absolute Deviation (MAD)	9.42314461
Skewness	-0.4369650083
Sum	7547.354646
Variance	270.3421389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.711171077	1634	3.7%
3.052135565	1464	3.3%
-1.65745877	1033	2.3%
5.507162241	942	2.1%
-3.361762511	829	1.9%
11.06635226	822	1.9%
-3.259820694	641	1.4%
7.226602114	598	1.4%
8.903991504	596	1.3%
-3.983883197	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
-51.46314195	102	0.2%
-49.95783395	129	0.3%
-48.29231786	89	0.2%
-47.62056972	110	0.2%
-47.38164241	196	0.4%

Value	Count	Frequency (%)
40.34074822	38	0.1%
40.21541361	46	0.1%
39.35304563	42	0.1%
38.17381717	27	0.1%
37.72954638	136	0.3%

market_macd_macdfix
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7068520255

Minimum	-30.03184705
Maximum	26.11162166
Zeros	0
Zeros (%)	0.0%
Negative	17682
Negative (%)	39.9%
Memory size	346.2 KiB

Quantile statistics

Minimum	-30.03184705
5-th percentile	-17.44443934
Q1	-6.746289179
median	2.732088213
Q3	6.356589687
95-th percentile	20.4875094
Maximum	26.11162166
Range	56.14346871
Interquartile range (IQR)	13.10287887

Descriptive statistics

Standard deviation	10.75859875
Coefficient of variation (CV)	15.22043987
Kurtosis	0.4200203653
Mean	0.7068520255
Median Absolute Deviation (MAD)	6.150438818
Skewness	-0.2121267275
Sum	31310.71732
Variance	115.7474471
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.775374121	1634	3.7%
3.375103327	1464	3.3%
2.251281142	1033	2.3%
4.293331783	942	2.1%
2.829638536	829	1.9%
6.182280065	822	1.9%
3.373210829	641	1.4%
4.926352859	598	1.4%
5.572542302	596	1.3%
3.134919177	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
-30.03184705	211	0.5%
-29.11135748	86	0.2%
-28.78635467	196	0.4%
-27.77249151	110	0.2%
-27.43828097	107	0.2%

Value	Count	Frequency (%)
26.11162166	136	0.3%
25.74715034	207	0.5%
25.38279651	175	0.4%
25.3810565	177	0.4%
25.29592081	205	0.5%

market_macd
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7299447384

Minimum	-31.61017779
Maximum	27.42923199
Zeros	0
Zeros (%)	0.0%
Negative	17682
Negative (%)	39.9%
Memory size	346.2 KiB

Quantile statistics

Minimum	-31.61017779
5-th percentile	-18.19688698
Q1	-7.138645512
median	2.742168078
Q3	6.659900816
95-th percentile	21.5703188
Maximum	27.42923199
Range	59.03940978
Interquartile range (IQR)	13.79854633

Descriptive statistics

Standard deviation	11.29660152
Coefficient of variation (CV)	15.47596815
Kurtosis	0.4296195761
Mean	0.7299447384
Median Absolute Deviation (MAD)	6.331208988
Skewness	-0.2111276501
Sum	32333.63213
Variance	127.613206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.870199036	1634	3.7%
3.496669458	1464	3.3%
2.323975512	1033	2.3%
4.462893568	942	2.1%
2.949920989	829	1.9%
6.441999007	822	1.9%
3.535067105	641	1.4%
5.125921126	598	1.4%
5.803230008	596	1.3%
3.285561677	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
-31.61017779	211	0.5%
-30.6741332	86	0.2%
-30.24814678	196	0.4%
-29.14397639	110	0.2%
-28.94164314	107	0.2%

Value	Count	Frequency (%)
27.42923199	136	0.3%
27.09486992	207	0.5%
26.7323212	177	0.4%
26.68453737	175	0.4%
26.57497767	205	0.5%

market_macdsignal_macdext
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.048446002

Minimum	-46.15241481
Maximum	37.13788757
Zeros	0
Zeros (%)	0.0%
Negative	17681
Negative (%)	39.9%
Memory size	346.2 KiB

Quantile statistics

Minimum	-46.15241481
5-th percentile	-29.59670589
Q1	-6.596427206
median	4.151716368
Q3	12.24031518
95-th percentile	24.98777657
Maximum	37.13788757
Range	83.29030238
Interquartile range (IQR)	18.83674239

Descriptive statistics

Standard deviation	15.42573745
Coefficient of variation (CV)	7.530458424
Kurtosis	0.5971679496
Mean	2.048446002
Median Absolute Deviation (MAD)	9.06562165
Skewness	-0.5706984116
Sum	90737.96409
Variance	237.9533759
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.803968381	1634	3.7%
10.53662865	1464	3.3%
6.877414475	1033	2.3%
12.24031518	942	2.1%
4.940539531	829	1.9%
15.63434106	822	1.9%
3.13204142	641	1.4%
13.64481499	598	1.4%
14.80545308	596	1.3%
1.459793036	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
-46.15241481	80	0.2%
-46.03040188	72	0.2%
-45.33437497	54	0.1%
-44.91698399	72	0.2%
-43.68427005	102	0.2%

Value	Count	Frequency (%)
37.13788757	81	0.2%
36.93491928	45	0.1%
36.78952222	59	0.1%
36.15451746	27	0.1%
35.77205513	27	0.1%

market_macdsignal_macdfix
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.511685158

Minimum	-24.51484701
Maximum	23.18747214
Zeros	0
Zeros (%)	0.0%
Negative	17797
Negative (%)	40.2%
Memory size	346.2 KiB

Quantile statistics

Minimum	-24.51484701
5-th percentile	-15.55623643
Q1	-6.281766568
median	3.971376848
Q3	7.782947683
95-th percentile	19.59945321
Maximum	23.18747214
Range	47.70231915
Interquartile range (IQR)	14.06471425

Descriptive statistics

Standard deviation	9.87409024
Coefficient of variation (CV)	6.531843081
Kurtosis	-0.09577061479
Mean	1.511685158
Median Absolute Deviation (MAD)	5.858293799
Skewness	-0.2300309133
Sum	66961.60576
Variance	97.49765807
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.400279195	1634	3.7%
6.056505464	1464	3.3%
4.770479585	1033	2.3%
6.726855998	942	2.1%
4.382311375	829	1.9%
8.528687049	822	1.9%
4.180491266	641	1.4%
7.335237052	598	1.4%
7.9374581	596	1.3%
3.971376848	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
-24.51484701	102	0.2%
-24.47790884	129	0.3%
-24.1906626	54	0.1%
-24.04938869	89	0.2%
-23.6401629	80	0.2%

Value	Count	Frequency (%)
23.18747214	110	0.2%
23.1478514	142	0.3%
23.05344069	107	0.2%
22.73589788	136	0.3%
22.71621454	110	0.2%

market_macdsignal
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.577301511

Minimum	-25.74043618
Maximum	24.35693452
Zeros	0
Zeros (%)	0.0%
Negative	17964
Negative (%)	40.6%
Memory size	346.2 KiB

Quantile statistics

Minimum	-25.74043618
5-th percentile	-16.29617358
Q1	-6.681407179
median	4.145439795
Q3	8.143113936
95-th percentile	20.51435897
Maximum	24.35693452
Range	50.0973707
Interquartile range (IQR)	14.82452111

Descriptive statistics

Standard deviation	10.36209274
Coefficient of variation (CV)	6.569506637
Kurtosis	-0.08925385164
Mean	1.577301511
Median Absolute Deviation (MAD)	6.120057645
Skewness	-0.2278631192
Sum	69868.14771
Variance	107.372966
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.632694688	1634	3.7%
6.323318601	1464	3.3%
4.970950852	1033	2.3%
7.029980886	942	2.1%
4.56674488	829	1.9%
8.934455765	822	1.9%
4.360409325	641	1.4%
7.671752716	598	1.4%
8.308210613	596	1.3%
4.145439795	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
-25.74043618	102	0.2%
-25.72444898	129	0.3%
-25.37726142	54	0.1%
-25.29646067	89	0.2%
-24.77856547	80	0.2%

Value	Count	Frequency (%)
24.35693452	110	0.2%
24.32904245	142	0.3%
24.20297881	107	0.2%
23.90716734	136	0.3%
23.83579833	110	0.2%

market_max_drawdown_365d
Real number (ℝ)

Distinct	70
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.7174611869

Minimum	-0.895910707
Maximum	-0.565216108
Zeros	0
Zeros (%)	0.0%
Negative	44296
Negative (%)	100.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	-0.895910707
5-th percentile	-0.838674394
Q1	-0.736622439
median	-0.736622439
Q3	-0.668565311
95-th percentile	-0.626306597
Maximum	-0.565216108
Range	0.330694599
Interquartile range (IQR)	0.068057128

Descriptive statistics

Standard deviation	0.06470832879
Coefficient of variation (CV)	-0.09019070296
Kurtosis	-0.1289455254
Mean	-0.7174611869
Median Absolute Deviation (MAD)	0.066364504
Skewness	-0.3112142501
Sum	-31780.66073
Variance	0.004187167815
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.736622439	17445	39.4%
-0.668565311	9435	21.3%
-0.838674394	2256	5.1%
-0.626306597	1891	4.3%
-0.629765286	1543	3.5%
-0.724949247	1228	2.8%
-0.670257935	1183	2.7%
-0.828756316	1047	2.4%
-0.741516874	681	1.5%
-0.565216108	681	1.5%
Other values (60)	6906	15.6%

Value	Count	Frequency (%)
-0.895910707	8	< 0.1%
-0.893019061	10	< 0.1%
-0.891972475	6	< 0.1%
-0.888394991	3	< 0.1%
-0.887924142	3	< 0.1%

Value	Count	Frequency (%)
-0.565216108	681	1.5%
-0.599942582	59	0.1%
-0.606129994	331	0.7%
-0.606536885	49	0.1%
-0.610437784	36	0.1%

market_natr
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.533406254

Minimum	3.089818645
Maximum	11.58808817
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	3.089818645
5-th percentile	3.619546114
Q1	4.520732843
median	5.229390659
Q3	6.303837706
95-th percentile	9.191365455
Maximum	11.58808817
Range	8.498269525
Interquartile range (IQR)	1.783104863

Descriptive statistics

Standard deviation	1.532825766
Coefficient of variation (CV)	0.2770130541
Kurtosis	2.502897807
Mean	5.533406254
Median Absolute Deviation (MAD)	0.826598917
Skewness	1.407354185
Sum	245107.7634
Variance	2.34955483
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.520732843	1634	3.7%
4.598698677	1464	3.3%
4.485804191	1033	2.3%
4.532128273	942	2.1%
4.26222491	829	1.9%
4.647792699	822	1.9%
4.203517495	641	1.4%
4.544571127	598	1.4%
4.542256594	596	1.3%
4.385686023	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
3.089818645	177	0.4%
3.201000156	169	0.4%
3.202537051	183	0.4%
3.393171312	207	0.5%
3.423700149	136	0.3%

Value	Count	Frequency (%)
11.58808817	107	0.2%
11.19562018	86	0.2%
11.00246616	211	0.5%
10.97356279	213	0.5%
10.53105868	129	0.3%

market_plus_di
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.26017762

Minimum	6.297847313
Maximum	56.72953403
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	6.297847313
5-th percentile	11.17152102
Q1	15.78908982
median	19.48991679
Q3	27.57928139
95-th percentile	39.78594661
Maximum	56.72953403
Range	50.43168672
Interquartile range (IQR)	11.79019157

Descriptive statistics

Standard deviation	9.16307003
Coefficient of variation (CV)	0.4116350815
Kurtosis	0.6245408831
Mean	22.26017762
Median Absolute Deviation (MAD)	4.7306506
Skewness	1.018165361
Sum	986036.828
Variance	83.96185238
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.51806167	1634	3.7%
15.12573349	1464	3.3%
14.82123903	1033	2.3%
15.81059392	942	2.1%
22.39942891	829	1.9%
16.80854727	822	1.9%
22.35281721	641	1.4%
16.53976211	598	1.4%
17.41749978	596	1.3%
19.55232752	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
6.297847313	55	0.1%
6.322336373	66	0.1%
6.412404635	23	0.1%
6.613994882	69	0.2%
7.401514206	160	0.4%

Value	Count	Frequency (%)
56.72953403	4	< 0.1%
54.57628533	169	0.4%
50.48427816	177	0.4%
50.44440219	183	0.4%
50.00765831	66	0.1%

market_plus_dm
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.43536908

Minimum	5.413265311
Maximum	108.6860303
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	5.413265311
5-th percentile	12.5163762
Q1	20.39852373
median	30.4110804
Q3	43.52118191
95-th percentile	73.22209713
Maximum	108.6860303
Range	103.272765
Interquartile range (IQR)	23.12265818

Descriptive statistics

Standard deviation	18.01062648
Coefficient of variation (CV)	0.5230269622
Kurtosis	1.118757292
Mean	34.43536908
Median Absolute Deviation (MAD)	11.08223865
Skewness	1.114499947
Sum	1525349.109
Variance	324.3826663
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17.37625406	1634	3.7%
18.71288899	1464	3.3%
17.04502042	1033	2.3%
20.15234198	942	2.1%
27.24458745	829	1.9%
22.84744355	822	1.9%
26.38693965	641	1.4%
21.70252214	598	1.4%
23.37194692	596	1.3%
24.50215825	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
5.413265311	55	0.1%
5.829670335	23	0.1%
5.903291954	66	0.1%
6.278106515	69	0.2%
6.357391335	160	0.4%

Value	Count	Frequency (%)
108.6860303	4	< 0.1%
107.6527346	66	0.1%
104.3983546	1	< 0.1%
99.96325358	43	0.1%
96.94132925	3	< 0.1%

market_ppo
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2678800071

Minimum	-29.24872605
Maximum	19.42485487
Zeros	0
Zeros (%)	0.0%
Negative	20600
Negative (%)	46.5%
Memory size	346.2 KiB

Quantile statistics

Minimum	-29.24872605
5-th percentile	-13.06625582
Q1	-4.305613592
median	0.303494626
Q3	5.438240509
95-th percentile	13.23337273
Maximum	19.42485487
Range	48.67358092
Interquartile range (IQR)	9.743854101

Descriptive statistics

Standard deviation	8.010178753
Coefficient of variation (CV)	29.90211491
Kurtosis	1.295633908
Mean	0.2678800071
Median Absolute Deviation (MAD)	4.989329282
Skewness	-0.5639875476
Sum	11866.01279
Variance	64.16296366
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.303494626	1634	3.7%
1.307650435	1464	3.3%
-0.704195178	1033	2.3%
2.369146143	942	2.1%
-1.420477712	829	1.9%
4.827610132	822	1.9%
-1.371984742	641	1.4%
3.120925147	598	1.4%
3.861920855	596	1.3%
-1.672638508	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
-29.24872605	102	0.2%
-27.84079302	129	0.3%
-26.58560579	54	0.1%
-26.21313599	89	0.2%
-25.15325804	110	0.2%

Value	Count	Frequency (%)
19.42485487	46	0.1%
19.35551751	42	0.1%
19.11290874	38	0.1%
18.88102202	64	0.1%
18.72679846	71	0.2%

market_rocp
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.00684424459

Minimum	-0.545813624
Maximum	0.534401725
Zeros	0
Zeros (%)	0.0%
Negative	23737
Negative (%)	53.6%
Memory size	346.2 KiB

Quantile statistics

Minimum	-0.545813624
5-th percentile	-0.276727385
Q1	-0.073433243
median	-0.011708302
Q3	0.072938668
95-th percentile	0.242251048
Maximum	0.534401725
Range	1.080215349
Interquartile range (IQR)	0.146371911

Descriptive statistics

Standard deviation	0.1537737273
Coefficient of variation (CV)	-22.46759672
Kurtosis	1.568748135
Mean	-0.00684424459
Median Absolute Deviation (MAD)	0.072426718
Skewness	-0.2342717249
Sum	-303.1726583
Variance	0.02364635921
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.073433243	1634	3.7%
-0.07256975	1464	3.3%
-0.011708302	1033	2.3%
-0.057686434	942	2.1%
0.021221567	829	1.9%
-0.046816112	822	1.9%
0.021905036	641	1.4%
-0.049513045	598	1.4%
-0.031063163	596	1.3%
0.007080976	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
-0.545813624	107	0.2%
-0.52095325	86	0.2%
-0.512741336	213	0.5%
-0.453852264	176	0.4%
-0.450796656	230	0.5%

Value	Count	Frequency (%)
0.534401725	1	< 0.1%
0.529134642	4	< 0.1%
0.512095468	3	< 0.1%
0.501805047	177	0.4%
0.45466337	3	< 0.1%

market_rocr
Real number (ℝ)

Distinct	412
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9931557554

Minimum	0.454186376
Maximum	1.534401725
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0.454186376
5-th percentile	0.723272615
Q1	0.926566757
median	0.988291698
Q3	1.072938668
95-th percentile	1.242251048
Maximum	1.534401725
Range	1.080215349
Interquartile range (IQR)	0.146371911

Descriptive statistics

Standard deviation	0.1537737273
Coefficient of variation (CV)	0.1548334453
Kurtosis	1.568748135
Mean	0.9931557554
Median Absolute Deviation (MAD)	0.072426718
Skewness	-0.2342717249
Sum	43992.82734
Variance	0.02364635921
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.926566757	1634	3.7%
0.92743025	1464	3.3%
0.988291698	1033	2.3%
0.942313566	942	2.1%
1.021221567	829	1.9%
0.953183888	822	1.9%
1.021905036	641	1.4%
0.950486955	598	1.4%
0.968936837	596	1.3%
1.007080976	460	1.0%
Other values (402)	35277	79.6%

Value	Count	Frequency (%)
0.454186376	107	0.2%
0.47904675	86	0.2%
0.487258664	213	0.5%
0.546147736	176	0.4%
0.549203344	230	0.5%

Value	Count	Frequency (%)
1.534401725	1	< 0.1%
1.529134642	4	< 0.1%
1.512095468	3	< 0.1%
1.501805047	177	0.4%
1.45466337	3	< 0.1%

unique_borrow_protocol_count
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8467581723

Minimum	0
Maximum	1
Zeros	6788
Zeros (%)	15.3%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3602245124
Coefficient of variation (CV)	0.4254160447
Kurtosis	1.706936313
Mean	0.8467581723
Median Absolute Deviation (MAD)	0
Skewness	-1.925320557
Sum	37508
Variance	0.1297616994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	37508	84.7%
0	6788	15.3%

Value	Count	Frequency (%)
0	6788	15.3%
1	37508	84.7%

Value	Count	Frequency (%)
1	37508	84.7%
0	6788	15.3%

unique_lending_protocol_count
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9702681958

Minimum	0
Maximum	1
Zeros	1317
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	346.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1698483892
Coefficient of variation (CV)	0.1750530317
Kurtosis	28.66803089
Mean	0.9702681958
Median Absolute Deviation (MAD)	0
Skewness	-5.537755547
Sum	42979
Variance	0.02884847531
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	42979	97.0%
0	1317	3.0%

Value	Count	Frequency (%)
0	1317	3.0%
1	42979	97.0%

Value	Count	Frequency (%)
1	42979	97.0%
0	1317	3.0%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)